Date Time Location # Session Session Title Paper ID Paper Title Authors

Saturday, July 22, 2017 0900–1030 Kamehameha III 1 Spotlight 1-1A Machine Learning 1 305 Exclusivity-Consistency Regularized Multi-View Subspace Clustering Xiaobo Wang, Xiaojie Guo, Zhen Lei, Changqing Zhang, Stan Z. Li













373 Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning Weifeng Ge, Yizhou Yu













968 The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta













1358 Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs Martin Simonovsky, Nikos Komodakis













2704 Convolutional Neural Network Architecture for Geometric Matching Ignacio Rocco, Relja Arandjelović, Josef Sivic













2715 Deep Affordance-Grounded Sensorimotor Object Recognition Spyridon Thermos, Georgios Th. Papadopoulos, Petros Daras, Gerasimos Potamianos













3235 Discovering Causal Signals in Images David Lopez-Paz, Robert Nishihara, Soumith Chintala, Bernhard Schölkopf, Léon Bottou













3653 On Compressing Deep Models by Low Rank and Sparse Decomposition Xiyu Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao









Oral 1-1A

201 PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation Charles R. Qi, Hao Su, Kaichun Mo, Leonidas J. Guibas













649 Universal Adversarial Perturbations Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard













1385 Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks Konstantinos Bousmalis, Nathan Silberman, David Dohan, Dumitru Erhan, Dilip Krishnan













1948 Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Christian Ledig, Lucas Theis, Ferenc Huszár, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi

Saturday, July 22, 2017 0900–1030 Kalākaua Ballroom A-B 2 Spotlight 1-1B 3D Vision 1 147 Global Hypothesis Generation for 6D Object Pose Estimation Frank Michel, Alexander Kirillov, Eric Brachmann, Alexander Krull, Stefan Gumhold, Bogdan Savchynskyy, Carsten Rother













380 A Practical Method for Fully Automatic Intrinsic Camera Calibration Using Directionally Encoded Light Mahdi Abbaspour Tehrani, Thabo Beeler, Anselm Grundhöfer













1075 CATS: A Color and Thermal Stereo Benchmark Wayne Treible, Philip Saponaro, Scott Sorensen, Abhishek Kolagunda, Michael O'Neal, Brian Phelan, Kelly Sherbondy, Chandra Kambhamettu













1248 Elastic Shape-From-Template With Spatially Sparse Deforming Forces Abed Malti, Cédric Herzet













1473 Distinguishing the Indistinguishable: Exploring Structural Ambiguities via Geodesic Context Qingan Yan, Long Yang, Ling Zhang, Chunxia Xiao













2250 Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe













2685 Dynamic Time-Of-Flight Michael Schober, Amit Adam, Omer Yair, Shai Mazor, Sebastian Nowozin













2827 Training Object Class Detectors With Click Supervision Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari









Oral 1-1B

646 Semantic Scene Completion From a Single Depth Image Shuran Song, Fisher Yu, Andy Zeng, Angel X. Chang, Manolis Savva, Thomas Funkhouser













668 3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions Andy Zeng, Shuran Song, Matthias Nießner, Matthew Fisher, Jianxiong Xiao, Thomas Funkhouser













950 Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, Jitendra Malik













1821 On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation Tommaso Cavallari, Stuart Golodetz, Nicholas A. Lord, Julien Valentin, Luigi Di Stefano, Philip H. S. Torr

Saturday, July 22, 2017 0900–1030 Kalākaua Ballroom C 3 Spotlight 1-1C Low- & Mid-Level Vision 23 Designing Effective Inter-Pixel Information Flow for Natural Image Matting Yağiz Aksoy, Tunç Ozan Aydin, Marc Pollefeys













460 Deep Video Deblurring for Hand-Held Cameras Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang













877 Instance-Level Salient Object Segmentation Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu













1509 Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee













1532 Diversified Texture Synthesis With Feed-Forward Networks Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang













1969 Radiometric Calibration for Internet Photo Collections Zhipeng Mo, Boxin Shi, Sai-Kit Yeung, Yasuyuki Matsushita













2866 Deeply Aggregated Alternating Minimization for Image Restoration Youngjung Kim, Hyungjoo Jung, Dongbo Min, Kwanghoon Sohn













3051 End-To-End Instance Segmentation With Recurrent Attention Mengye Ren, Richard S. Zemel









Oral 1-1C

369 SRN: Side-output Residual Network for Object Symmetry Detection in the Wild Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao, Qixiang Ye













1081 Deep Image Matting Ning Xu, Brian Price, Scott Cohen, Thomas Huang













1574 Wetness and Color From a Single Multispectral Image Mihoko Shimano, Hiroki Okawa, Yuta Asano, Ryoma Bise, Ko Nishino, Imari Sato













1641 FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling Yuanming Hu, Baoyuan Wang, Stephen Lin

Saturday, July 22, 2017 1030–1230 Kamehameha I 4 Poster 1-1 3D Computer Vision 24 Face Normals “In-The-Wild” Using Fully Convolutional Networks George Trigeorgis, Patrick Snape, Iasonas Kokkinos, Stefanos Zafeiriou













39 A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting Yvain Quéau, Tao Wu, François Lauze, Jean-Denis Durou, Daniel Cremers













179 A Linear Extrinsic Calibration of Kaleidoscopic Imaging System From Single 3D Point Kosuke Takahashi, Akihiro Miyata, Shohei Nobuhara, Takashi Matsuyama













579 Polarimetric Multi-View Stereo Zhaopeng Cui, Jinwei Gu, Boxin Shi, Ping Tan, Jan Kautz













702 An Exact Penalty Method for Locally Convergent Maximum Consensus Huu Le, Tat-Jun Chin, David Suter













2317 Deep Supervision With Shape Concepts for Occlusion-Aware 3D Object Parsing Chi Li, M. Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager, Manmohan Chandraker













2455 Amodal Detection of 3D Objects: Inferring 3D Bounding Boxes From 2D Ones in RGB-Depth Images Zhuo Deng, Longin Jan Latecki











Analyzing Humans in Images 143 Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection Guillermo Garcia-Hernando, Tae-Kyun Kim













189 Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition With Convolutional Neural Networks Pichao Wang, Wanqing Li, Zhimin Gao, Yuyao Zhang, Chang Tang, Philip Ogunbona













970 Detecting Masked Faces in the Wild With LLE-CNNs Shiming Ge, Jia Li, Qiting Ye, Zhao Luo













1289 A Domain Based Approach to Social Relation Recognition Qianru Sun, Bernt Schiele, Mario Fritz













1698 Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition Junwu Weng, Chaoqun Weng, Junsong Yuan













2928 Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks Ajjen Joshi, Soumya Ghosh, Margrit Betke, Stan Sclaroff, Hanspeter Pfister











Applications 237 Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core Wadim Kehl, Federico Tombari, Slobodan Ilic, Nassir Navab













1304 Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G. Ororbi II, Daniel Kifer, C. Lee Giles













2662 Viraliency: Pooling Local Virality Xavier Alameda-Pineda, Andrea Pilzer, Dan Xu, Nicu Sebe, Elisa Ricci











Biomedical Image/Video Analysis 2395 A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction Lei Zhu, Chi-Wing Fu, Michael S. Brown, Pheng-Ann Heng











Image Motion & Tracking 162 Video Acceleration Magnification Yichao Zhang, Silvia L. Pintea, Jan C. van Gemert













670 Superpixel-Based Tracking-By-Segmentation Using Markov Chains Donghun Yeo, Jeany Son, Bohyung Han, Joon Hee Han













1251 BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks Bohyung Han, Jack Sim, Hartwig Adam













1257 Learning Motion Patterns in Videos Pavel Tokmakov, Karteek Alahari, Cordelia Schmid











Low- & Mid-Level Vision 839 Deep Level Sets for Salient Object Detection Ping Hu, Bing Shuai, Jun Liu, Gang Wang













1789 Binary Constraint Preserving Graph Matching Bo Jiang, Jin Tang, Chris Ding, Bin Luo













1818 From Local to Global: Edge Profiles to Camera Motion in Blurred Images Subeesh Vasu, A. N. Rajagopalan













2033 What Is the Space of Attenuation Coefficients in Underwater Computer Vision? Derya Akkaynak, Tali Treibitz, Tom Shlesinger, Yossi Loya, Raz Tamir, David Iluz













2360 Robust Energy Minimization for BRDF-Invariant Shape From Light Fields Zhengqin Li, Zexiang Xu, Ravi Ramamoorthi, Manmohan Chandraker













2429 Boundary-Aware Instance Segmentation Zeeshan Hayder, Xuming He, Mathieu Salzmann













2497 Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes S. Alireza Golestaneh, Lina J. Karam













2606 Model-Based Iterative Restoration for Binary Document Image Compression With Dictionary Learning Yandong Guo, Cheng Lu, Jan P. Allebach, Charles A. Bouman













2965 FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn











Machine Learning 38 Learning by Association — A Versatile Semi-Supervised Training Method for Neural Networks Philip Haeusser, Alexander Mordvintsev, Daniel Cremers













153 Dilated Residual Networks Fisher Yu, Vladlen Koltun, Thomas Funkhouser













367 Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Zhang, Phillip Isola, Alexei A. Efros













755 Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting Mariano Tepper, Guillermo Sapiro













875 Truncated Max-Of-Convex Models Pankaj Pansari, M. Pawan Kumar













908 Additive Component Analysis Calvin Murdock, Fernando De la Torre













1065 Subspace Clustering via Variance Regularized Ridge Regression Chong Peng, Zhao Kang, Qiang Cheng













1074 The Incremental Multiresolution Matrix Factorization Algorithm Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh













1299 Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg













1424 Learning Dynamic Guidance for Depth Image Enhancement Shuhang Gu, Wangmeng Zuo, Shi Guo, Yunjin Chen, Chongyu Chen, Lei Zhang













1857 A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment Shuang Ma, Jing Liu, Chang Wen Chen













2083 Teaching Compositionality to CNNs Austin Stone, Huayan Wang, Michael Stark, Yi Liu, D. Scott Phoenix, Dileep George













2148 Using Ranking-CNN for Age Estimation Shixing Chen, Caojin Zhang, Ming Dong, Jialiang Le, Mike Rao













2293 Accurate Single Stage Detector Using Recurrent Rolling Convolution Jimmy Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu













2412 A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai (Helen) Li













2539 The Impact of Typicality for Informative Representative Selection Jawadul H. Bappy, Sujoy Paul, Ertem Tuncel, Amit K. Roy-Chowdhury













2542 Infinite Variational Autoencoder for Semi-Supervised Learning M. Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel













2635 SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks Ayan Sinha, Asim Unmesh, Qixing Huang, Karthik Ramani













2723 Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning Rudrasis Chakraborty, Søren Hauberg, Baba C. Vemuri













2966 Variational Bayesian Multiple Instance Learning With Gaussian Processes Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir













3096 Temporal Attention-Gated Model for Robust Sequence Classification Wenjie Pei, Tadas Baltrušaitis, David M.J. Tax, Louis-Philippe Morency













3138 Non-Uniform Subset Selection for Active Learning in Structured Data Sujoy Paul, Jawadul H. Bappy, Amit K. Roy-Chowdhury













3160 Colorization as a Proxy Task for Visual Understanding Gustav Larsson, Michael Maire, Gregory Shakhnarovich













3260 Shading Annotations in the Wild Balazs Kovacs, Sean Bell, Noah Snavely, Kavita Bala













3345 LCNN: Lookup-Based Convolutional Neural Network Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi











Object Recognition & Scene Understanding 17 Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang













144 Pixelwise Instance Segmentation With a Dynamically Instantiated Network Anurag Arnab, Philip H. S. Torr













225 Object Detection in Videos With Tubelet Proposal Networks Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang













226 AMVH: Asymmetric Multi-Valued Hashing Cheng Da, Shibiao Xu, Kun Ding, Gaofeng Meng, Shiming Xiang, Chunhong Pan













372 Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion Haiyu Zhao, Maoqing Tian, Shuyang Sun, Jing Shao, Junjie Yan, Shuai Yi, Xiaogang Wang, Xiaoou Tang













483 Deep Visual-Semantic Quantization for Efficient Image Retrieval Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu













758 Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondřej Chum













777 Feature Pyramid Networks for Object Detection Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie













828 Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan, Yukang Ding, Peihua Li, Qilong Wang, Yong Xu, Wangmeng Zuo













1161 StyleNet: Generating Attractive Visual Captions With Styles Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng













1665 Fine-Grained Recognition of Thousands of Object Categories With Single-Example Training Leonid Karlinsky, Joseph Shtok, Yochay Tzur, Asaf Tzadok













1742 Improving Interpretability of Deep Neural Networks With Semantic Information Yinpeng Dong, Hang Su, Jun Zhu, Bo Zhang













2927 Video Captioning With Transferred Semantic Attributes Yingwei Pan, Ting Yao, Houqiang Li, Tao Mei













3054 Fast Boosting Based Detection Using Scale Invariant Multimodal Multiresolution Filtered Features Arthur Daniel Costea, Robert Varga, Sergiu Nedevschi











Video Analytics 60 Temporal Convolutional Networks for Action Segmentation and Detection Colin Lea, Michael D. Flynn, René Vidal, Austin Reiter, Gregory D. Hager













141 Surveillance Video Parsing With Single Frame Supervision Si Liu, Changhu Wang, Ruihe Qian, Han Yu, Renda Bao, Yao Sun













471 Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking Yan Yan, Chenliang Xu, Dawen Cai, Jason J. Corso













790 Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles













1035 Zero-Shot Action Recognition With Error-Correcting Output Codes Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang













2488 Enhancing Video Summarization via Vision-Language Embedding Bryan A. Plummer, Matthew Brown, Svetlana Lazebnik













3327 Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet Jianwen Xie, Song-Chun Zhu, Ying Nian Wu

Saturday, July 22, 2017 1330–1500 Kamehameha III 5 Spotlight 1-2A Object Recognition & Scene Understanding - Computer Vision & Language 99 Context-Aware Captions From Context-Agnostic Supervision Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik

121 Visual Dialog Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra

178 Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries Yuting Zhang, Luyao Yuan, Yijie Guo, Zhiyuan He, I-An Huang, Honglak Lee













617 Automatic Understanding of Image and Video Advertisements Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang, Keren Ye, Christopher Thomas, Zuha Agha, Nathan Ong, Adriana Kovashka













1145 Discover and Learn New Objects From Documentaries Kai Chen, Hang Song, Chen Change Loy, Dahua Lin













1962 Spatial-Semantic Image Search by Visual Feature Synthesis Long Mai, Hailin Jin, Zhe Lin, Chen Fang, Jonathan Brandt, Feng Liu













2243 Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification Yongxi Lu, Abhishek Kumar, Shuangfei Zhai, Yu Cheng, Tara Javidi, Rogerio Feris













2390 Semantic Compositional Networks for Visual Captioning Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng









Oral 1-2A

108 Deep Reinforcement Learning-Based Image Captioning With Embedding Reward Zhou Ren, Xiaoyu Wang, Ning Zhang, Xutao Lv, Li-Jia Li













665 From Red Wine to Red Tomato: Composition With Context Ishan Misra, Abhinav Gupta, Martial Hebert













2454 Captioning Images With Diverse Objects Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond Mooney, Trevor Darrell, Kate Saenko













3266 Self-Critical Sequence Training for Image Captioning Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel

Saturday, July 22, 2017 1330–1500 Kalākaua Ballroom A-B 6 Spotlight 1-2B Analyzing Humans 1 210 Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao













554 Predicting Behaviors of Basketball Players From First Person Videos Shan Su, Jung Pyo Hong, Jianbo Shi, Hyun Soo Park













1270 LCR-Net: Localization-Classification-Regression for Human Pose Grégory Rogez, Philippe Weinzaepfel, Cordelia Schmid













1626 Learning Residual Images for Face Attribute Manipulation Wei Shen, Rujie Liu













2433 Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing Jin Sun, David W. Jacobs













2684 Deep Learning on Lie Groups for Skeleton-Based Action Recognition Zhiwu Huang, Chengde Wan, Thomas Probst, Luc Van Gool













3245 Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis













3269 Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis









Oral 1-2B

244 Weakly Supervised Action Learning With RNN Based Fine-To-Coarse Modeling Alexander Richard, Hilde Kuehne, Juergen Gall













528 Disentangled Representation Learning GAN for Pose-Invariant Face Recognition Luan Tran, Xi Yin, Xiaoming Liu













2880 ArtTrack: Articulated Multi-Person Tracking in the Wild Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele













3550 Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields Zhe Cao, Tomas Simon, Shih-En Wei, Yaser Sheikh

Saturday, July 22, 2017 1330–1500 Kalākaua Ballroom C 7 Spotlight 1-2C Image Motion & Tracking; Video Analysis 67 Template Matching With Deformable Diversity Similarity Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor













140 Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang













799 Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization Kuo-Hao Zeng, Shih-Han Chou, Fu-Hsiang Chan, Juan Carlos Niebles, Min Sun













959 Bidirectional Multirate Reconstruction for Temporal Modeling in Videos Linchao Zhu, Zhongwen Xu, Yi Yang













985 Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi













1002 TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim













2894 Making 360° Video Watchable in 2D: Learning Videography for Click Free Viewing Yu-Chuan Su, Kristen Grauman













3289 Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks Rameswar Panda, Amran Bhuiyan, Vittorio Murino, Amit K. Roy-Chowdhury









Oral 1-2C

526 Context-Aware Correlation Filter Tracking Matthias Mueller, Neil Smith, Bernard Ghanem













1277 Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360° Sports Videos Hou-Ning Hu, Yen-Chen Lin, Ming-Yu Liu, Hsien-Tzu Cheng, Yung-Ju Chang, Min Sun













1321 Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data Joel Janai, Fatma Güney, Jonas Wulff, Michael J. Black, Andreas Geiger













2448 CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang

Saturday, July 22, 2017 1500–1700 Kamehameha I 8 Poster 1-2 3D Computer Vision 111 Exploiting 2D Floorplan for Building-Scale Panorama RGBD Alignment Erik Wijmans, Yasutaka Furukawa













346 A Combinatorial Solution to Non-Rigid 3D Shape-To-Image Matching Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers













536 NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance Geoffrey Pascoe, Will Maddern, Michael Tanner, Pedro Piniés, Paul Newman













853 End-To-End Training of Hybrid CNN-CRF Models for Stereo Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov, Thomas Pock













951 Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik













1117 Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation Yanhua Cheng, Rui Cai, Zhiwei Li, Xin Zhao, Kaiqi Huang













1314 Acquiring Axially-Symmetric Transparent Objects Using Single-View Transmission Imaging Jaewon Kim, Ilya Reshetouski, Abhijeet Ghosh













2144 Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network Anh Tuấn Trần, Tal Hassner, Iacopo Masi, Gérard Medioni













2554 End-To-End 3D Face Reconstruction With Deep Neural Networks Pengfei Dou, Shishir K. Shah, Ioannis A. Kakadiaris













2775 DUST: Dual Union of Spatio-Temporal Subspaces for Monocular Multiple Object 3D Reconstruction Antonio Agudo, Francesc Moreno-Noguer











Analyzing Humans in Images 314 Finding Tiny Faces Peiyun Hu, Deva Ramanan













574 Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network Jinwei Gu, Xiaodong Yang, Shalini De Mello, Jan Kautz













851 Deep Temporal Linear Encoding Networks Ali Diba, Vivek Sharma, Luc Van Gool













1006 Joint Registration and Representation Learning for Unconstrained Face Identification Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke













1034 3D Human Pose Estimation From a Single Image via Distance Matrix Regression Francesc Moreno-Noguer













1100 One-Shot Metric Learning for Person Re-Identification Slawomir Bąk, Peter Carr













1192 Generalized Rank Pooling for Activity Recognition Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould













2714 Deep Representation Learning for Human Motion Prediction and Classification Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström













3171 Interspecies Knowledge Transfer for Facial Keypoint Detection Maheen Rashid, Xiuye Gu, Yong Jae Lee













3624 Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization Runpeng Cui, Hu Liu, Changshui Zhang











Applications 3469 Modeling Sub-Event Dynamics in First-Person Action Recognition Hasan F. M. Zaki, Faisal Shafait, Ajmal Mian











Computational Photography 137 Turning an Urban Scene Video Into a Cinemagraph Hang Yan, Yebin Liu, Yasutaka Furukawa













2806 Light Field Reconstruction Using Deep Convolutional Network on EPI Gaochang Wu, Mandan Zhao, Liangyong Wang, Qionghai Dai, Tianyou Chai, Yebin Liu











Image Motion & Tracking 900 FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox











Low- & Mid-Level Vision 213 Attention-Aware Face Hallucination via Deep Reinforcement Learning Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li













286 Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva, Rodrigo Benenson, Jan Hosang, Matthias Hein, Bernt Schiele













450 Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal Tushar Sandhan, Jin Young Choi













492 Deep Joint Rain Detection and Removal From a Single Image Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan













1149 Radiometric Calibration From Faces in Images Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi













1333 Webly Supervised Semantic Segmentation Bin Jin, Maria V. Ortiz Segovia, Sabine Süsstrunk













1495 Removing Rain From Single Images via a Deep Detail Network Xueyang Fu, Jiabin Huang, Delu Zeng, Yue Huang, Xinghao Ding, John Paisley













1512 Deep Crisp Boundaries Yupei Wang, Xin Zhao, Kaiqi Huang













1722 Coarse-To-Fine Segmentation With Shape-Tailored Continuum Scale Spaces Naeemullah Khan, Byung-Woo Hong, Anthony Yezzi, Ganesh Sundaramoorthi













1770 Large Kernel Matters — Improve Semantic Segmentation by Global Convolutional Network Chao Peng, Xiangyu Zhang, Gang Yu, Guiming Luo, Jian Sun













1825 Single Image Reflection Suppression Nikolaos Arvanitopoulos, Radhakrishna Achanta, Sabine Süsstrunk













2581 CASENet: Deep Category-Aware Semantic Edge Detection Zhiding Yu, Chen Feng, Ming-Yu Liu, Srikumar Ramalingam













3113 Reflectance Adaptive Filtering Improves Intrinsic Image Estimation Thomas Nestmeyer, Peter V. Gehler











Machine Learning 273 Conditional Similarity Networks Andreas Veit, Serge Belongie, Theofanis Karaletsos













360 Spatially Adaptive Computation Time for Residual Networks Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry Vetrov, Ruslan Salakhutdinov













451 Xception: Deep Learning With Depthwise Separable Convolutions François Chollet













474 Feedback Networks Amir R. Zamir, Te-Lin Wu, Lin Sun, William B. Shen, Bertram E. Shi, Jitendra Malik, Silvio Savarese













661 Online Summarization via Submodular and Convex Optimization Ehsan Elhamifar, M. Clara De Paolis Kaluza













753 Deep MANTA: A Coarse-To-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis From Monocular Image Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa, Céline Teulière, Thierry Chateau













1329 Improving Pairwise Ranking for Multi-Label Image Classification Yuncheng Li, Yale Song, Jiebo Luo













1709 Active Convolution: Learning the Shape of Convolution for Image Classification Yunho Jeon, Junmo Kim













1916 Linking Image and Text With 2-Way Nets Aviv Eisenschtat, Lior Wolf













2100 Stacked Generative Adversarial Networks Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, Serge Belongie













2110 Image Splicing Detection via Camera Response Function Analysis Can Chen, Scott McCloskey, Jingyi Yu













2121 Building a Regular Decision Boundary With Deep Networks Edouard Oyallon













2516 More Is Less: A More Complicated Network With Less Inference Complexity Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan













2621 Joint Graph Decomposition and Node Labeling: Problem, Algorithms, Applications Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres













2721 Scale-Aware Face Detection Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu













3350 Deep Unsupervised Similarity Learning Using Partially Ordered Sets Miguel A. Bautista, Artsiom Sanakoyeu, Björn Ommer













3692 Generative Hierarchical Learning of Sparse FRAME Models Jianwen Xie, Yifei Xu, Erik Nijkamp, Ying Nian Wu, Song-Chun Zhu











Object Recognition & Scene Understanding 69 Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval Ang Li, Jin Sun, Joe Yue-Hei Ng, Ruichi Yu, Vlad I. Morariu, Larry S. Davis













446 Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan













605 Emotion Recognition in Context Ronak Kosti, Jose M. Alvarez, Adria Recasens, Agata Lapedriza













610 Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework Jongyoo Kim, Sanghoon Lee













792 Dense Captioning With Joint Inference and Visual Context Linjie Yang, Kevin Tang, Jianchao Yang, Li-Jia Li













1062 CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick













1325 Cross-View Image Matching for Geo-Localization in Urban Environments Yicong Tian, Chen Chen, Mubarak Shah













1440 Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song













1721 Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces Lluis Gomez, Yash Patel, Marçal Rusiñol, Dimosthenis Karatzas, C. V. Jawahar













2328 Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification Feng Zhu, Hongsheng Li, Wanli Ouyang, Nenghai Yu, Xiaogang Wang













2650 Semantically Consistent Regularization for Zero-Shot Recognition Pedro Morgado, Nuno Vasconcelos













2689 Can Walking and Measuring Along Chord Bunches Better Describe Leaf Shapes? Bin Wang, Yongsheng Gao, Changming Sun, Michael Blumenstein, John La Salle











Video Analytics 159 Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model Qixiang Ye, Tianliang Zhang, Wei Ke, Qiang Qiu, Jie Chen, Guillermo Sapiro, Baochang Zhang













328 Predictive-Corrective Networks for Action Detection Achal Dave, Olga Russakovsky, Deva Ramanan













356 Budget-Aware Deep Semantic Video Segmentation Behrooz Mahasseni, Sinisa Todorovic, Alan Fern













379 Unified Embedding and Metric Learning for Zero-Exemplar Event Detection Noureldien Hussein, Efstratios Gavves, Arnold W.M. Smeulders













569 Spatiotemporal Pyramid Network for Video Action Recognition Yunbo Wang, Mingsheng Long, Jianmin Wang, Philip S. Yu













810 ER3: A Unified Framework for Event Retrieval, Recognition and Recounting Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic, Le Wang, Jianru Xue, Nanning Zheng













1345 FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos Suyog Dutt Jain, Bo Xiong, Kristen Grauman













1990 Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach Aidean Sharghi, Jacob S. Laurel, Boqing Gong













2945 Flexible Spatio-Temporal Networks for Video Prediction Chaochao Lu, Michael Hirsch, Bernhard Schölkopf













3131 Temporal Action Co-Segmentation in 3D Motion Capture Data and Videos Konstantinos Papoutsakis, Costas Panagiotakis, Antonis A. Argyros

Sunday, July 23, 2017 0830–1000 Kamehameha III 9 Spotlight 2-1A Machine Learning 2 110 Dual Attention Networks for Multimodal Reasoning and Matching Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim













122 DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker













347 Interpretable Structure-Evolving LSTM Xiaodan Liang, Liang Lin, Xiaohui Shen, Jiashi Feng, Shuicheng Yan, Eric P. Xing













804 ShapeOdds: Variational Bayesian Learning of Generative Shape Models Shireen Elhabian, Ross Whitaker













1339 Fast Video Classification via Adaptive Cascading of Deep Models Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy













2271 Deep Metric Learning via Facility Location Hyun Oh Song, Stefanie Jegelka, Vivek Rathod, Kevin Murphy













3050 Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov, Jörg Stückler, Bastian Leibe













3568 Weakly Supervised Semantic Segmentation Using Web-Crawled Videos Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han









Oral 2-1A

720 Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon, Richard Nock, Lizhen Qu













767 Learning From Simulated and Unsupervised Images Through Adversarial Training Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Joshua Susskind, Wenda Wang, Russell Webb













932 Inverse Compositional Spatial Transformer Networks Chen-Hsuan Lin, Simon Lucey













1954 Densely Connected Convolutional Networks Gao Huang, Zhuang Liu, Laurens van der Maaten, Kilian Q. Weinberger

Sunday, July 23, 2017 0830–1000 Kalākaua Ballroom A-B 10 Spotlight 2-1B Computational Photography 205 Video Frame Interpolation via Adaptive Convolution Simon Niklaus, Long Mai, Feng Liu













340 FastMask: Segment Multi-Scale Object Candidates in One Shot Hexiang Hu, Shiyi Lan, Yuning Jiang, Zhimin Cao, Fei Sha













571 Reconstructing Transient Images From Single-Photon Sensors Matthew O'Toole, Felix Heide, David B. Lindell, Kai Zang, Steven Diamond, Gordon Wetzstein













1043 Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao













1637 DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal Liangqiong Qu, Jiandong Tian, Shengfeng He, Yandong Tang, Rynson W. H. Lau













2120 Illuminant-Camera Communication to Observe Moving Objects Under Strong External Light by Spread Spectrum Modulation Ryusuke Sagawa, Yutaka Satoh













2133 Photorealistic Facial Texture Inference Using Deep Neural Networks Shunsuke Saito, Lingyu Wei, Liwen Hu, Koki Nagano, Hao Li













3428 The Geometry of First-Returning Photons for Non-Line-Of-Sight Imaging Chia-Yin Tsai, Kiriakos N. Kutulakos, Srinivasa G. Narasimhan, Aswin C. Sankaranarayanan









Oral 2-1B

833 Unrolling the Shutter: CNN to Correct Motion Distortions Vijay Rengarajan, Yogesh Balaji, A. N. Rajagopalan













1572 Light Field Blind Motion Deblurring Pratul P. Srinivasan, Ren Ng, Ravi Ramamoorthi













2872 Computational Imaging on the Electric Grid Mark Sheinin, Yoav Y. Schechner, Kiriakos N. Kutulakos













3565 Deep Outdoor Illumination Estimation Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde

Sunday, July 23, 2017 0830–1000 Kalākaua Ballroom C 11 Spotlight 2-1C 3D Vision 2 270 Efficient Solvers for Minimal Problems by Syzygy-Based Reduction Viktor Larsson, Kalle Åström, Magnus Oskarsson













439 HSfM: Hybrid Structure-from-Motion Hainan Cui, Xiang Gao, Shuhan Shen, Zhanyi Hu













1071 Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III













1992 A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri













2129 IM2CAD Hamid Izadinia, Qi Shan, Steven M. Seitz













2513 ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, Matthias Nießner













2807 Noise Robust Depth From Focus Using a Ring Difference Filter Jaeheung Surh, Hae-Gon Jeon, Yunwon Park, Sunghoon Im, Hyowon Ha, In So Kweon













3074 Group-Wise Point-Set Registration Based on Rényi's Second Order Entropy Luis G. Sanchez Giraldo, Erion Hasanbelliu, Murali Rao, Jose C. Principe









Oral 2-1C

190 A Point Set Generation Network for 3D Object Reconstruction From a Single Image Haoqiang Fan, Hao Su, Leonidas J. Guibas













1931 3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder Gil Elbaz, Tamar Avraham, Anath Fischer













2630 Flight Dynamics-Based Recovery of a UAV Trajectory Using Ground Cameras Artem Rozantsev, Sudipta N. Sinha, Debadeepta Dey, Pascal Fua













3060 DSAC - Differentiable RANSAC for Camera Localization Eric Brachmann, Alexander Krull, Sebastian Nowozin, Jamie Shotton, Frank Michel, Stefan Gumhold, Carsten Rother

Sunday, July 23, 2017 1000–1200 Kamehameha I 12 Poster 2-1 3D Computer Vision 299 Scalable Surface Reconstruction From Point Clouds With Extreme Scale and Density Diversity Christian Mostegel, Rudolf Prettenthaler, Friedrich Fraundorfer, Horst Bischof













555 Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks Amir Arsalan Soltani, Haibin Huang, Jiajun Wu, Tejas D. Kulkarni, Joshua B. Tenenbaum













718 General Models for Rational Cameras and the Case of Two-Slit Projections Matthew Trager, Bernd Sturmfels, John Canny, Martial Hebert, Jean Ponce













1030 Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry Michael Strecke, Anna Alperovich, Bastian Goldluecke













1213 A Multi-View Stereo Benchmark With High-Resolution Images and Multi-Camera Videos Thomas Schöps, Johannes L. Schönberger, Silvano Galliani, Torsten Sattler, Konrad Schindler, Marc Pollefeys, Andreas Geiger













1343 Non-Contact Full Field Vibration Measurement Based on Phase-Shifting Hiroyuki Kayaba, Yuji Kokumai













2619 A Minimal Solution for Two-View Focal-Length Estimation Using Two Affine Correspondences Daniel Barath, Tekla Toth, Levente Hajder













3085 PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning Alexander Krull, Eric Brachmann, Sebastian Nowozin, Frank Michel, Jamie Shotton, Carsten Rother













3398 An Efficient Background Term for 3D Reconstruction and Tracking With Smooth Surface Models Mariano Jaimez, Thomas J. Cashman, Andrew Fitzgibbon, Javier Gonzalez-Jimenez, Daniel Cremers











Analyzing Humans in Images 1040 Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild Shan Li, Weihong Deng, JunPing Du













1978 Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza, Adrien Gaidon, Yohann Cabon, Antonio Manuel López













2015 BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis Shanxin Yuan, Qi Ye, Björn Stenger, Siddhant Jain, Tae-Kyun Kim













3115 DenseReg: Fully Convolutional Dense Shape Regression In-The-Wild Rıza Alp Güler, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, Iasonas Kokkinos













3839 Adaptive Class Preserving Representation for Image Classification Jian-Xun Mi, Qiankun Fu, Weisheng Li











Applications 1639 Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval Devraj Mandal, Kunal N. Chaudhury, Soma Biswas













2343 EAST: An Efficient and Accurate Scene Text Detector Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, Jiajun Liang













3151 VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization Ronald Clark, Sen Wang, Andrew Markham, Niki Trigoni, Hongkai Wen











Biomedical Image/Video Analysis 2808 Improving RANSAC-Based Segmentation Through CNN Encapsulation Dustin Morley, Hassan Foroosh











Computational Photography 32 Position Tracking for Virtual Reality Using Commodity WiFi Manikanta Kotaru, Sachin Katti













787 Designing Illuminant Spectral Power Distributions for Surface Classification Henryk Blasinski, Joyce Farrell, Brian Wandell













1627 One-Shot Hyperspectral Imaging Using Faced Reflectors Tsuyoshi Takatani, Takahito Aoto, Yasuhiro Mukaigawa











Image Motion & Tracking 884 Direct Photometric Alignment by Mesh Deformation Kaimo Lin, Nianjuan Jiang, Shuaicheng Liu, Loong-Fah Cheong, Minh Do, Jiangbo Lu













1208 CNN-Based Patch Matching for Optical Flow With Thresholded Hinge Embedding Loss Christian Bailer, Kiran Varanasi, Didier Stricker













1696 Optical Flow Estimation Using a Spatial Pyramid Network Anurag Ranjan, Michael J. Black













3208 Deep Network Flow for Multi-Object Tracking Samuel Schulter, Paul Vernaza, Wongun Choi, Manmohan Chandraker











Low- & Mid-Level Vision 36 Material Classification Using Frequency- and Depth-Dependent Time-Of-Flight Distortion Kenichiro Tanaka, Yasuhiro Mukaigawa, Takuya Funatomi, Hiroyuki Kubo, Yasuyuki Matsushita, Yasushi Yagi













585 Benchmarking Denoising Algorithms With Real Photographs Tobias Plötz, Stefan Roth













645 A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation Jinsun Park, Yu-Wing Tai, Donghyeon Cho, In So Kweon













703 StyleBank: An Explicit Representation for Neural Image Style Transfer Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, Gang Hua













1148 Specular Highlight Removal in Facial Images Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi













1162 Image Super-Resolution via Deep Recursive Residual Network Ying Tai, Jian Yang, Xiaoming Liu













1434 Deep Image Harmonization Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang













1535 Learning Deep CNN Denoiser Prior for Image Restoration Kai Zhang, Wangmeng Zuo, Shuhang Gu, Lei Zhang













1636 A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang













1703 GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence JiaWang Bian, Wen-Yan Lin, Yasuyuki Matsushita, Sai-Kit Yeung, Tan-Dat Nguyen, Ming-Ming Cheng













1710 Video Desnowing and Deraining Based on Matrix Decomposition Weihong Ren, Jiandong Tian, Zhi Han, Antoni Chan, Yandong Tang













1989 Real-Time Video Super-Resolution With Spatio-Temporal Networks and Motion Compensation Jose Caballero, Christian Ledig, Andrew Aitken, Alejandro Acosta, Johannes Totz, Zehan Wang, Wenzhe Shi













2179 Deep Watershed Transform for Instance Segmentation Min Bai, Raquel Urtasun













2210 AnchorNet: A Weakly Supervised Network to Learn Geometry-Sensitive Features for Semantic Matching David Novotny, Diane Larlus, Andrea Vedaldi













3134 Learning Diverse Image Colorization Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh, Min Jin Chong, David Forsyth













3867 Awesome Typography: Statistics-Based Text Effects Transfer Shuai Yang, Jiaying Liu, Zhouhui Lian, Zongming Guo











Machine Learning 71 Unsupervised Video Summarization With Adversarial LSTM Networks Behrooz Mahasseni, Michael Lam, Sinisa Todorovic













221 Deep TEN: Texture Encoding Network Hang Zhang, Jia Xue, Kristin Dana













365 Order-Preserving Wasserstein Distance for Sequence Matching Bing Su, Gang Hua













700 Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning From Web Data Bohan Zhuang, Lingqiao Liu, Yao Li, Chunhua Shen, Ian Reid













1128 Hierarchical Multimodal Metric Learning for Multimodal Classification Heng Zhang, Vishal M. Patel, Rama Chellappa













1227 Efficient Linear Programming for Dense CRFs Thalaiyasingam Ajanthan, Alban Desmaison, Rudy Bunel, Mathieu Salzmann, Philip H. S. Torr, M. Pawan Kumar













1355 Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold YoungJoon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, Jin Young Choi













3380 Learning Random-Walk Label Propagation for Weakly-Supervised Semantic Segmentation Paul Vernaza, Manmohan Chandraker













3384 Adversarial Discriminative Domain Adaptation Eric Tzeng, Judy Hoffman, Kate Saenko, Trevor Darrell













3854 Low-Rank-Sparse Subspace Representation for Robust Regression Yongqiang Zhang, Daming Shi, Junbin Gao, Dansong Cheng











Object Recognition & Scene Understanding 353 Generating the Future With Adversarial Transformers Carl Vondrick, Antonio Torralba













547 Semantic Amodal Segmentation Yan Zhu, Yuandong Tian, Dimitris Metaxas, Piotr Dollár













741 Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang, Tao Xiang, Shaogang Gong













757 BIND: Binary Integrated Net Descriptors for Texture-Less Object Recognition Jacob Chan, Jimmy Addison Lee, Qian Kemao













902 Growing a Brain: Fine-Tuning by Increasing Model Capacity Yu-Xiong Wang, Deva Ramanan, Martial Hebert













946 A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta













1036 Multiple Instance Detection Network With Online Instance Classifier Refinement Peng Tang, Xinggang Wang, Xiang Bai, Wenyu Liu













1064 Kernel Pooling for Convolutional Neural Networks Yin Cui, Feng Zhou, Jiang Wang, Xiao Liu, Yuanqing Lin, Serge Belongie













1110 Learning Cross-Modal Embeddings for Cooking Recipes and Food Images Amaia Salvador, Nicholas Hynes, Yusuf Aytar, Javier Marin, Ferda Ofli, Ingmar Weber, Antonio Torralba













1896 Zero-Shot Learning - the Good, the Bad and the Ugly Yongqin Xian, Bernt Schiele, Zeynep Akata













2150 DeepNav: Learning to Navigate Large Cities Samarth Brahmbhatt, James Hays













2289 Scene Graph Generation by Iterative Message Passing Danfei Xu, Yuke Zhu, Christopher B. Choy, Li Fei-Fei













2334 Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua













2780 Unsupervised Part Learning for Visual Recognition Ronan Sicre, Yannis Avrithis, Ewa Kijak, Frédéric Jurie













3329 Comprehension-Guided Referring Expressions Ruotian Luo, Gregory Shakhnarovich













3426 Top-Down Visual Saliency Guided by Captions Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko











Theory 2208 Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering Qiong Wang, Junbin Gao, Hong Li











Video Analytics 146 Video Propagation Networks Varun Jampani, Raghudeep Gadde, Peter V. Gehler













327 ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification Rohit Girdhar, Deva Ramanan, Abhinav Gupta, Josef Sivic, Bryan Russell













543 SCC: Semantic Context Cascade for Efficient Action Detection Fabian Caba Heilbron, Wayner Barrios, Victor Escorcia, Bernard Ghanem













601 Hierarchical Boundary-Aware Neural Encoder for Video Captioning Lorenzo Baraldi, Costantino Grana, Rita Cucchiara













887 HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos Tan Yu, Yuwei Wu, Junsong Yuan













1146 Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos Ionut Cosmin Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe













1357 Temporal Action Localization by Structured Maximal Sums Zehuan Yuan, Jonathan C. Stroud, Tong Lu, Jia Deng













1805 Predicting Salient Face in Multiple-Face Videos Yufan Liu, Songyang Zhang, Mai Xu, Xuming He

Sunday, July 23, 2017 1300–1430 Kamehameha III 13 Spotlight 2-2A Object Recognition & Scene Understanding 1 6 Graph-Structured Representations for Visual Question Answering Damien Teney, Lingqiao Liu, Anton van den Hengel













133 Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning Jiasen Lu, Caiming Xiong, Devi Parikh, Richard Socher













780 Learned Contextual Feature Reweighting for Image Geo-Localization Hyo Jin Kim, Enrique Dunn, Jan-Michael Frahm













1165 End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim













1194 Deep Cross-Modal Hashing Qing-Yuan Jiang, Wu-Jun Li













2326 Unambiguous Text Localization and Retrieval for Cluttered Scenes Xuejian Rong, Chucai Yi, Yingli Tian













2812 Bayesian Supervised Hashing Zihao Hu, Junxuan Chen, Hongtao Lu, Tongzhen Zhang













3562 Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy









Oral 2-2A

1142 Detecting Visual Relationships With Deep Relational Networks Bo Dai, Yuqi Zhang, Dahua Lin













1691 Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe













2955 Network Dissection: Quantifying Interpretability of Deep Visual Representations David Bau, Bolei Zhou, Aditya Khosla, Aude Oliva, Antonio Torralba













3856 AGA: Attribute-Guided Augmentation Mandar Dixit, Roland Kwitt, Marc Niethammer, Nuno Vasconcelos

Sunday, July 23, 2017 1300–1430 Kalākaua Ballroom A-B 14 Spotlight 2-2B Analyzing Humans 2 120 A Hierarchical Approach for Generating Descriptive Image Paragraphs Jonathan Krause, Justin Johnson, Ranjay Krishna, Li Fei-Fei













505 Person Re-Identification in the Wild Liang Zheng, Hengheng Zhang, Shaoyan Sun, Manmohan Chandraker, Yi Yang, Qi Tian













915 Scalable Person Re-Identification on Supervised Smoothed Manifold Song Bai, Xiang Bai, Qi Tian













945 Binge Watching: Scaling Affordance Learning From Sitcoms Xiaolong Wang, Rohit Girdhar, Abhinav Gupta













1262 Joint Detection and Identification Feature Learning for Person Search Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang













1362 Synthesizing Normalized Faces From Facial Identity Features Forrester Cole, David Belanger, Dilip Krishnan, Aaron Sarna, Inbar Mosseri, William T. Freeman













2458 Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network Ji Lin, Liangliang Ren, Jiwen Lu, Jianjiang Feng, Jie Zhou













3276 Level Playing Field for Million Scale Face Recognition Aaron Nech, Ira Kemelmacher-Shlizerman









Oral 2-2B

1734 Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs Oscar Koller, Sepehr Zargaran, Hermann Ney













1744 Social Scene Understanding: End-To-End Multi-Person Action Localization and Collective Activity Recognition Timur Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese













2626 Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly Hao Jiang, Kristen Grauman













2873 Lip Reading Sentences in the Wild Joon Son Chung, Andrew Senior, Oriol Vinyals, Andrew Zisserman

Sunday, July 23, 2017 1300–1430 Kalākaua Ballroom C 15 Spotlight 2-2C Applications 728 Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection Yuliang Liu, Lianwen Jin













766 ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers













911 Attentional Push: A Deep Convolutional Network for Augmenting Image Salience With Shared Attention Modeling in Social Scenes Siavash Gorji, James J. Clark













919 Detecting Oriented Text in Natural Images by Linking Segments Baoguang Shi, Xiang Bai, Serge Belongie













967 Learning Video Object Segmentation From Static Images Federico Perazzi, Anna Khoreva, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung













1579 Seeing Invisible Poses: Estimating 3D Body Pose From Egocentric Video Hao Jiang, Kristen Grauman













1822 Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space Anh Nguyen, Jeff Clune, Yoshua Bengio, Alexey Dosovitskiy, Jason Yosinski













3493 A Joint Speaker-Listener-Reinforcer Model for Referring Expressions Licheng Yu, Hao Tan, Mohit Bansal, Tamara L. Berg









Oral 2-2C

788 End-To-End Learning of Driving Models From Large-Scale Video Datasets Huazhe Xu, Yang Gao, Fisher Yu, Trevor Darrell













1775 Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks Mengmi Zhang, Keng Teck Ma, Joo Hwee Lim, Qi Zhao, Jiashi Feng













2871 MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang, Yuanpu Xie, Fuyong Xing, Mason McGough, Lin Yang

Sunday, July 23, 2017 1430–1630 Kamehameha I 16 Poster 2-2 3D Computer Vision 68 Surface Motion Capture Transfer With Gaussian Process Regression Adnane Boukhayma, Jean-Sébastien Franco, Edmond Boyer













326 Visual-Inertial-Semantic Scene Representation for 3D Object Detection Jingming Dong, Xiaohan Fei, Stefano Soatto













1646 Template-Based Monocular 3D Recovery of Elastic Shapes Using Lagrangian Multipliers Nazim Haouchine, Stephane Cotin













1892 Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images Dingwen Zhang, Junwei Han, Yang Yang, Dong Huang













2017 Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair Marjan Shahpaski, Luis Ricardo Sapaico, Gaspard Chevassus, Sabine Süsstrunk













2027 A Clever Elimination Strategy for Efficient Minimal Solvers Zuzana Kukelova, Joe Kileel, Bernd Sturmfels, Tomas Pajdla













2084 Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval Jin Xie, Guoxian Dai, Fan Zhu, Yi Fang













2860 Geodesic Distance Descriptors Gil Shamai, Ron Kimmel











Analyzing Humans in Images 158 Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks Hongsong Wang, Liang Wang













174 Forecasting Human Dynamics From Static Images Yu-Wei Chao, Jimei Yang, Brian Price, Scott Cohen, Jia Deng













477 Re-Ranking Person Re-Identification With k-Reciprocal Encoding Zhun Zhong, Liang Zheng, Donglin Cao, Shaozi Li













550 Deep Sequential Context Networks for Action Prediction Yu Kong, Zhiqiang Tao, Yun Fu













600 Global Context-Aware Attention LSTM Networks for 3D Action Recognition Jun Liu, Gang Wang, Ping Hu, Ling-Yu Duan, Alex C. Kot













903 Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting Zhen-Hua Feng, Josef Kittler, William Christmas, Patrik Huber, Xiao-Jun Wu













1236 A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection Jiangjing Lv, Xiaohu Shao, Junliang Xing, Cheng Cheng, Xi Zhou













1309 Multiple People Tracking by Lifted Multicut and Person Re-Identification Siyu Tang, Mykhaylo Andriluka, Bjoern Andres, Bernt Schiele













2022 Towards Accurate Multi-Person Pose Estimation in the Wild George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson, Chris Bregler, Kevin Murphy











Applications 28 Towards a Quality Metric for Dense Light Fields Vamsi Kiran Adhikarla, Marek Vinkler, Denis Sumin, Rafał K. Mantiuk, Karol Myszkowski, Hans-Peter Seidel, Piotr Didyk













1592 Controlling Perceptual Factors in Neural Style Transfer Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman











Biomedical Image/Video Analysis 2842 Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation Kuan-Lun Tseng, Yen-Liang Lin, Winston Hsu, Chung-Yang Huang













2881 LSTM Self-Supervision for Detailed Behavior Analysis Biagio Brattoli, Uta Büchler, Anna-Sophia Wahl, Martin E. Schwab, Björn Ommer











Computational Photography 2082 A Wide-Field-Of-View Monocentric Light Field Camera Donald G. Dansereau, Glenn Schuster, Joseph Ford, Gordon Wetzstein











Image Motion & Tracking 765 S2F: Slow-To-Fast Interpolator Flow Yanchao Yang, Stefano Soatto













798 CLKN: Cascaded Lucas-Kanade Networks for Image Alignment Che-Han Chang, Chun-Nan Chou, Edward Y. Chang













2386 Multi-Object Tracking With Quadruplet Convolutional Neural Networks Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han











Low- & Mid-Level Vision 55 Learning to Detect Salient Objects With Image-Level Supervision Lijun Wang, Huchuan Lu, Yifan Wang, Mengyang Feng, Dong Wang, Baocai Yin, Xiang Ruan













846 From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid, Chunhua Shen, Anton van den Hengel, Qinfeng Shi













1175 Co-Occurrence Filter Roy J. Jevnisek, Shai Avidan













1298 Fractal Dimension Invariant Filtering and Its CNN-Based Implementation Hongteng Xu, Junchi Yan, Nils Persson, Weiyao Lin, Hongyuan Zha













1300 Noise-Blind Image Deblurring Meiguang Jin, Stefan Roth, Paolo Favaro













1387 Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm Tatsuya Yokota, Hidekata Hontani













2146 HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors Vassileios Balntas, Karel Lenc, Andrea Vedaldi, Krystian Mikolajczyk













2245 Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization Renwei Dian, Leyuan Fang, Shutao Li













2302 Reflection Removal Using Low-Rank Matrix Completion Byeong-Ju Han, Jae-Young Sim













2725 Object Co-Skeletonization With Co-Segmentation Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan











Machine Learning 129 Mining Object Parts From CNNs via Active Question-Answering Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu













224 PolyNet: A Pursuit of Structural Diversity in Very Deep Networks Xingcheng Zhang, Zhizhong Li, Chen Change Loy, Dahua Lin













402 The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel













417 Joint Discriminative Bayesian Dictionary and Classifier Learning Naveed Akhtar, Ajmal Mian, Fatih Porikli













673 Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection Nikolay Savinov, Akihito Seki, Ľubor Ladický, Torsten Sattler, Marc Pollefeys













816 Outlier-Robust Tensor PCA Pan Zhou, Jiashi Feng













888 Learning Adaptive Receptive Fields for Deep Image Parsing Network Zhen Wei, Yao Sun, Jinqiao Wang, Hanjiang Lai, Si Liu













1489 Learning an Invariant Hilbert Space for Domain Adaptation Samitha Herath, Mehrtash Harandi, Fatih Porikli













1607 Fixed-Point Factorized Networks Peisong Wang, Jian Cheng













1663 Discriminative Optimization: Theory and Applications to Point Cloud Registration Jayakorn Vongkulbhisal, Fernando De la Torre, João P. Costeira













1727 Online Asymmetric Similarity Learning for Cross-Modal Retrieval Yiling Wu, Shuhui Wang, Qingming Huang













1766 Improving Training of Deep Neural Networks via Singular Value Bounding Kui Jia, Dacheng Tao, Shenghua Gao, Xiangmin Xu













2051 S3Pool: Pooling With Stochastic Spatial Sampling Shuangfei Zhai, Hui Wu, Abhishek Kumar, Yu Cheng, Yongxi Lu, Zhongfei Zhang, Rogerio Feris













2173 Sports Field Localization via Deep Structured Models Namdar Homayounfar, Sanja Fidler, Raquel Urtasun













2255 Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen, Weihong Deng, Junping Du













2451 Switching Convolutional Neural Network for Crowd Counting Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu













2575 Network Sketching: Exploiting Binary Structure in Deep CNNs Yiwen Guo, Anbang Yao, Hao Zhao, Yurong Chen













2849 Multi-Task Clustering of Human Actions by Sharing Information Xiaoqiang Yan, Shizhe Hu, Yangdong Ye













2951 Soft-Margin Mixture of Regressions Dong Huang, Longfei Han, Fernando De la Torre













3053 Multigrid Neural Architectures Tsung-Wei Ke, Michael Maire, Stella X. Yu













3092 High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis Chao Yang, Xin Lu, Zhe Lin, Eli Shechtman, Oliver Wang, Hao Li













3107 Deep Quantization: Encoding Convolutional Activations With Deep Generative Model Zhaofan Qiu, Ting Yao, Tao Mei













3112 DOPE: Distributed Optimization for Pairwise Energies Jose Dolz, Ismail Ben Ayed, Christian Desrosiers













3198 Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky











Object Recognition & Scene Understanding 100 Polyhedral Conic Classifiers for Visual Object Detection and Classification Hakan Cevikalp, Bill Triggs













258 Incremental Kernel Null Space Discriminant Analysis for Novelty Detection Juncheng Liu, Zhouhui Lian, Yi Wang, Jianguo Xiao













283 Predicting Ground-Level Scene Layout From Aerial Imagery Menghua Zhai, Zachary Bessinger, Scott Workman, Nathan Jacobs













863 Deep Feature Flow for Video Recognition Xizhou Zhu, Yuwen Xiong, Jifeng Dai, Lu Yuan, Yichen Wei













1010 Object-Aware Dense Semantic Correspondence Fan Yang, Xin Li, Hong Cheng, Jianping Li, Leiting Chen













1050 Semantic Regularisation for Recurrent Image Annotation Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun













1633 Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images Zhi-Qi Cheng, Xiao Wu, Yang Liu, Xian-Sheng Hua













1925 Fast-At: Fast Automatic Thumbnail Generation Using Deep Neural Networks Seyed A. Esmaeili, Bharat Singh, Larry S. Davis













1955 Multi-Level Attention Networks for Visual Question Answering Dongfei Yu, Jianlong Fu, Tao Mei, Yong Rui













2052 Generating Descriptions With Grounded and Co-Referenced People Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele













2960 Straight to Shapes: Real-Time Detection of Encoded Shapes Saumya Jetley, Michael Sapienza, Stuart Golodetz, Philip H. S. Torr













3012 Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search Thanh-Toan Do, Dang-Khoa Le Tan, Trung T. Pham, Ngai-Man Cheung













3202 Improving Facial Attribute Prediction Using Semantic Segmentation Mahdi M. Kalayeh, Boqing Gong, Mubarak Shah











Video Analytics 2252 Learning Cross-Modal Deep Representations for Robust Pedestrian Detection Dan Xu, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe













2321 Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu, Stephen Maybank













2332 CERN: Confidence-Energy Recurrent Network for Group Activity Recognition Tianmin Shu, Sinisa Todorovic, Song-Chun Zhu













2551 Understanding Traffic Density From Large-Scale Web Camera Data Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura













3324 Collaborative Summarization of Topic-Related Videos Rameswar Panda, Amit K. Roy-Chowdhury

Monday, July 24, 2017 0830–1000 Kamehameha III 17 Spotlight 3-1A Machine Learning 3 19 Local Binary Convolutional Neural Networks Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides













508 Deep Self-Taught Learning for Weakly Supervised Object Localization Zequn Jie, Yunchao Wei, Xiaojie Jin, Jiashi Feng, Wei Liu













634 Multi-Modal Mean-Fields via Cardinality-Based Clamping Pierre Baqué, François Fleuret, Pascal Fua













1132 Probabilistic Temporal Subspace Clustering Behnam Gholami, Vladimir Pavlovic













1258 Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You, Daniel P. Robinson, René Vidal













1728 Latent Multi-View Subspace Clustering Changqing Zhang, Qinghua Hu, Huazhu Fu, Pengfei Zhu, Xiaochun Cao













2231 Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles













2503 Age Progression/Regression by Conditional Adversarial Autoencoder Zhifei Zhang, Yang Song, Hairong Qi









Oral 3-1A

106 Compact Matrix Factorization With Dependent Subspaces Viktor Larsson, Carl Olsson













630 FFTLasso: Large-Scale LASSO in the Fourier Domain Adel Bibi, Hani Itani, Bernard Ghanem













2020 On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution Yuqian Zhang, Yenson Lau, Han-wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright













3586 Global Optimality in Neural Network Training Benjamin D. Haeffele, René Vidal

Monday, July 24, 2017 0830–1000 Kalākaua Ballroom 18 Spotlight 3-1B Object Recognition & Scene Understanding 2 1686 What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors Changqun Xia, Jia Li, Xiaowu Chen, Anlin Zheng, Yu Zhang













279 Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection Xiaodan Liang, Lisa Lee, Eric P. Xing













384 Modeling Relationships in Referential Expressions With Compositional Modular Networks Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko













386 Counting Everyday Objects in Everyday Scenes Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh













864 Fully Convolutional Instance-Aware Semantic Segmentation Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei













1173 Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov, Tao Xiang, Shaogang Gong













1191 CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang, Rodrigo Benenson, Bernt Schiele













2327 GuessWhat?! Visual Object Discovery Through Multi-Modal Dialogue Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron Courville









Oral 3-1B

1813 Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition Jianlong Fu, Heliang Zheng, Tao Mei













2187 Annotating Object Instances With a Polygon-RNN Lluís Castrejón, Kaustav Kundu, Raquel Urtasun, Sanja Fidler













2370 Connecting Look and Feel: Associating the Visual and Tactile Properties of Physical Materials Wenzhen Yuan, Shaoxiong Wang, Siyuan Dong, Edward Adelson













3126 Deep Learning Human Mind for Automated Visual Classification Concetto Spampinato, Simone Palazzo, Isaak Kavasidis, Daniela Giordano, Nasim Souly, Mubarak Shah

Monday, July 24, 2017 1000–1200 Kamehameha I 19 Poster 3-1 3D Computer Vision 259 Self-Calibration-Based Approach to Critical Motion Sequences of Rolling-Shutter Structure From Motion Eisuke Ito, Takayuki Okatani













311 Semi-Calibrated Near Field Photometric Stereo Fotios Logothetis, Roberto Mecca, Roberto Cipolla













885 Semantic Multi-View Stereo: Jointly Estimating Objects and Voxels Ali Osman Ulusoy, Michael J. Black, Andreas Geiger













894 Learning to Predict Stereo Reliability Enforcing Local Consistency of Confidence Maps Matteo Poggi, Stefano Mattoccia













1021 The Misty Three Point Algorithm for Relative Pose Tobias Palmér, Kalle Åström, Jan-Michael Frahm













1095 The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning Anil Usumezbas, Ricardo Fabbri, Benjamin B. Kimia













1226 A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid













1249 A General Framework for Curve and Surface Comparison and Registration With Oriented Varifolds Irène Kaltenmark, Benjamin Charlier, Nicolas Charon













1265 Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization Anil Armagan, Martin Hirzer, Peter M. Roth, Vincent Lepetit













1824 A Generative Model for Depth-Based Robust 3D Facial Pose Tracking Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan













2989 Fast 3D Reconstruction of Faces With Glasses Fabio Maninchedda, Martin R. Oswald, Marc Pollefeys













3442 An Efficient Algebraic Solution to the Perspective-Three-Point Problem Tong Ke, Stergios I. Roumeliotis











Analyzing Humans in Images 40 Learning From Synthetic Humans Gül Varol, Javier Romero, Xavier Martin, Naureen Mahmood, Michael J. Black, Ivan Laptev, Cordelia Schmid













249 Forecasting Interactive Dynamics of Pedestrians With Fictitious Play Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani













394 Hand Keypoint Detection in Single Images Using Multiview Bootstrapping Tomas Simon, Hanbyul Joo, Iain Matthews, Yaser Sheikh













740 PoseTrack: Joint Multi-Person Pose Estimation and Tracking Umar Iqbal, Anton Milan, Juergen Gall













809 Expecting the Unexpected: Training Detectors for Unusual Pedestrians With Adversarial Imposters Shiyu Huang, Deva Ramanan













1057 On Human Motion Prediction Using Recurrent Neural Networks Julieta Martinez, Michael J. Black, Javier Romero













1280 Learning and Refining of Privileged Information-Based RNNs for Action Recognition From Depth Sequences Zhiyuan Shi, Tae-Kyun Kim













2493 Quality Aware Network for Set to Set Recognition Yu Liu, Junjie Yan, Wanli Ouyang













2644 Unite the People: Closing the Loop Between 3D and 2D Human Representations Christoph Lassner, Javier Romero, Martin Kiefel, Federica Bogo, Michael J. Black, Peter V. Gehler













2789 Deep Multitask Architecture for Integrated 2D and 3D Human Sensing Alin-Ionut Popa, Mihai Zanfir, Cristian Sminchisescu













2790 Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira, Andrew Zisserman











Applications 2125 Identifying First-Person Camera Wearers in Third-Person Videos Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo













1599 Learning to Rank Retargeted Images Yang Chen, Yong-Jin Liu, Yu-Kun Lai











Biomedical Image/Video Analysis 2782 Parsing Images of Overlapping Organisms With Deep Singling-Out Networks Victor Yurchenko, Victor Lempitsky













3589 Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally Zongwei Zhou, Jae Shin, Lei Zhang, Suryakanth Gurudu, Michael Gotway, Jianming Liang











Computational Photography 999 Depth From Defocus in the Wild Huixuan Tang, Scott Cohen, Brian Price, Stephen Schiller, Kiriakos N. Kutulakos













3231 Matting and Depth Recovery of Thin Structures Using a Focal Stack Chao Liu, Srinivasa G. Narasimhan, Artur W. Dubrawski











Image Motion & Tracking 155 Robust Interpolation of Correspondences for Large Displacement Optical Flow Yinlin Hu, Yunsong Li, Rui Song













1608 Large Margin Object Tracking With Circulant Feature Maps Mengmeng Wang, Yong Liu, Zeyi Huang













1725 Minimum Delay Moving Object Detection Dong Lao, Ganesh Sundaramoorthi













1758 Multi-Task Correlation Particle Filter for Robust Object Tracking Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang













1996 Attentional Correlation Filter Network for Adaptive Visual Tracking Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, Jin Young Choi













2157 The World of Fast Moving Objects Denys Rozumnyi, Jan Kotera, Filip Šroubek, Lukáš Novotný, Jiří Matas













2792 Discriminative Correlation Filter With Channel and Spatial Reliability Alan Lukežič, Tomáš Vojíř, Luka Čehovin Zajc, Jiří Matas, Matej Kristan











Low- & Mid-Level Vision 411 Learning Deep Binary Descriptor With Multi-Quantization Yueqi Duan, Jiwen Lu, Ziwei Wang, Jianjiang Feng, Jie Zhou













1125 One-To-Many Network for Visually Pleasing Compression Artifacts Reduction Jun Guo, Hongyang Chao













1402 Gated Feedback Refinement Network for Dense Image Labeling Md Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, Yang Wang













1843 BRISKS: Binary Features for Spherical Images on a Geodesic Grid Hao Guan, William A. P. Smith













1936 Superpixels and Polygons Using Simple Non-Iterative Clustering Radhakrishna Achanta, Sabine Süsstrunk













2237 Hardware-Efficient Guided Image Filtering for Multi-Label Problem Longquan Dai, Mengke Yuan, Zechao Li, Xiaopeng Zhang, Jinhui Tang













2763 Alternating Direction Graph Matching D. Khuê Lê-Huu, Nikos Paragios













3129 Learning Discriminative and Transformation Covariant Local Feature Detectors Xu Zhang, Felix X. Yu, Svebor Karaman, Shih-Fu Chang











Machine Learning 47 Correlational Gaussian Processes for Cross-Domain Visual Recognition Chengjiang Long, Gang Hua













64 DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data Swaminathan Gurumurthy, Ravi Kiran Sarvadevabhatla, R. Venkatesh Babu













586 A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems Paul Swoboda, Jan Kuske, Bogdan Savchynskyy













160 Oriented Response Networks Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao













527 Missing Modalities Imputation via Cascaded Residual Autoencoder Luan Tran, Xiaoming Liu, Jiayu Zhou, Rong Jin













539 Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS) Hossam Isack, Olga Veksler, Ipek Oguz, Milan Sonka, Yuri Boykov













588 A Message Passing Algorithm for the Minimum Cost Multicut Problem Paul Swoboda, Bjoern Andres













1027 End-To-End Representation Learning for Correlation Filter Based Tracking Jack Valmadre, Luca Bertinetto, João Henriques, Andrea Vedaldi, Philip H. S. Torr













1311 Filter Flow Made Practical: Massively Parallel and Lock-Free Sathya N. Ravi, Yunyang Xiong, Lopamudra Mukherjee, Vikas Singh













1315 Online Graph Completion: Multivariate Signal Recovery in Computer Vision Won Hwa Kim, Mona Jalal, Seongjae Hwang, Sterling C. Johnson, Vikas Singh













1397 Point to Set Similarity Based Deep Feature Learning for Person Re-Identification Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng













1802 Exploiting Saliency for Object Segmentation From Image Level Labels Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele













2034 Consensus Maximization With Linear Matrix Inequality Constraints Pablo Speciale, Danda Pani Paudel, Martin R. Oswald, Till Kroeger, Luc Van Gool, Marc Pollefeys













2212 Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang, Shuran Song, Ersin Yumer, Manolis Savva, Joon-Young Lee, Hailin Jin, Thomas Funkhouser













2305 Deep Multimodal Representation Learning From Temporal Data Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo













2717 All You Need Is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks With Orthonormality and Modulation Di Xie, Jiang Xiong, Shiliang Pu













3159 Hard Mixtures of Experts for Large Scale Weakly Supervised Vision Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam













3201 A Reinforcement Learning Approach to the View Planning Problem Mustafa Devrim Kaba, Mustafa Gokhan Uzunbas, Ser Nam Lim













3361 Zero-Shot Classification With Discriminative Semantic Representation Learning Meng Ye, Yuhong Guo











Object Recognition & Scene Understanding 191 Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories Ziad Al-Halah, Rainer Stiefelhagen













194 Scene Parsing Through ADE20K Dataset Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, Antonio Torralba













303 Weakly Supervised Cascaded Convolutional Networks Ali Diba, Vivek Sharma, Ali Pazandeh, Hamed Pirsiavash, Luc Van Gool













530 Discretely Coding Semantic Rank Orders for Supervised Image Hashing Li Liu, Ling Shao, Fumin Shen, Mengyang Yu













692 Joint Geometrical and Statistical Alignment for Visual Domain Adaptation Jing Zhang, Wanqing Li, Philip Ogunbona













705 Weakly Supervised Dense Video Captioning Zhiqiang Shen, Jianguo Li, Zhou Su, Minjun Li, Yurong Chen, Yu-Gang Jiang, Xiangyang Xue













707 RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin, Anton Milan, Chunhua Shen, Ian Reid













725 Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF Falong Shen, Rui Gan, Shuicheng Yan, Gang Zeng













729 Person Search With Natural Language Description Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang













1026 Weakly Supervised Affordance Detection Johann Sawatzky, Abhilash Srikantha, Juergen Gall













1224 Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths Yanan Li, Donghui Wang, Huanhang Hu, Yuetan Lin, Yueting Zhuang













1773 Neural Aggregation Network for Video Face Recognition Jiaolong Yang, Peiran Ren, Dongqing Zhang, Dong Chen, Fang Wen, Hongdong Li, Gang Hua













2414 Relationship Proposal Networks Ji Zhang, Mohamed Elhoseiny, Scott Cohen, Walter Chang, Ahmed Elgammal













2518 Learning Object Interactions and Descriptions for Semantic Image Segmentation Guangrun Wang, Ping Luo, Liang Lin, Xiaogang Wang













2562 RON: Reverse Connection With Objectness Prior Networks for Object Detection Tao Kong, Fuchun Sun, Anbang Yao, Huaping Liu, Ming Lu, Yurong Chen













2570 Weakly-Supervised Visual Grounding of Phrases With Linguistic Structures Fanyi Xiao, Leonid Sigal, Yong Jae Lee













2967 Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects Ting Yao, Yingwei Pan, Yehao Li, Tao Mei













2972 Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval Albert Gordo, Diane Larlus













3088 MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot













3339 Zero Shot Learning via Multi-Scale Manifold Regularization Shay Deutsch, Soheil Kolouri, Kyungnam Kim, Yuri Owechko, Stefano Soatto











Theory 1183 Deeply Supervised Salient Object Detection With Short Connections Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr













2016 A Matrix Splitting Method for Composite Function Minimization Ganzhao Yuan, Wei-Shi Zheng, Bernard Ghanem











Video Analytics 81 One-Shot Video Object Segmentation Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool













1506 Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation Jiaxin Chen, Yunhong Wang, Jie Qin, Li Liu, Ling Shao













1808 SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos Dingwen Zhang, Le Yang, Deyu Meng, Dong Xu, Junwei Han

Tuesday, July 25, 2017 0830–1000 Kamehameha III 20 Spotlight 4-1A Machine Learning 4 1881 Hidden Layers in Perceptual Learning Gad Cohen, Daphna Weinshall













398 Few-Shot Object Recognition From Machine-Labeled Web Images Zhongwen Xu, Linchao Zhu, Yi Yang













1413 Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders Xin Yu, Fatih Porikli













2059 Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi













2074 Deep Hashing Network for Unsupervised Domain Adaptation Hemanth Venkateswara, Jose Eusebio, Shayok Chakraborty, Sethuraman Panchanathan













2384 Generalized Deep Image to Image Regression Venkataraman Santhanam, Vlad I. Morariu, Larry S. Davis













2557 Deep Learning With Low Precision by Half-Wave Gaussian Quantization Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos













2922 Creativity: Generating Diverse Questions Using Variational Autoencoders Unnat Jain, Ziyu Zhang, Alexander G. Schwing









Oral 4-1A

2123 Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs Federico Monti, Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Jan Svoboda, Michael M. Bronstein













2230 Full Resolution Image Compression With Recurrent Neural Networks George Toderici, Damien Vincent, Nick Johnston, Sung Jin Hwang, David Minnen, Joel Shor, Michele Covell













2340 Neural Face Editing With Intrinsic Image Disentangling Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras













2694 Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory Iasonas Kokkinos

Tuesday, July 25, 2017 0830–1000 Kalākaua Ballroom 21 Spotlight 4-1B Analyzing Humans with 3D Vision 25 3D Face Morphable Models “In-The-Wild” James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, Stefanos Zafeiriou













517 KillingFusion: Non-Rigid 3D Reconstruction Without Correspondences Miroslava Slavcheva, Maximilian Baust, Daniel Cremers, Slobodan Ilic













1708 Detailed, Accurate, Human Shape Estimation From Clothed 3D Scan Sequences Chao Zhang, Sergi Pujades, Michael J. Black, Gerard Pons-Moll













1940 POSEidon: Face-From-Depth for Driver Pose Estimation Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara













2001 Human Shape From Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks Endri Dibra, Himanshu Jain, Cengiz Öztireli, Remo Ziegler, Markus Gross













2699 Parametric T-Spline Face Morphable Model for Detailed Fitting in Shape Subspace Weilong Peng, Zhiyong Feng, Chao Xu, Yong Su













2825 3D Menagerie: Modeling the 3D Shape and Pose of Animals Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs, Michael J. Black













739 iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl, Christoph H. Lampert









Oral 4-1B

263 Recurrent 3D Pose Sequence Machines Mude Lin, Liang Lin, Xiaodan Liang, Keze Wang, Hui Cheng













454 Learning Detailed Face Reconstruction From a Single Image Elad Richardson, Matan Sela, Roy Or-El, Ron Kimmel













1719 Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos Jie Song, Limin Wang, Luc Van Gool, Otmar Hilliges













2752 Dynamic FAUST: Registering Human Bodies in Motion Federica Bogo, Javier Romero, Gerard Pons-Moll, Michael J. Black

Tuesday, July 25, 2017 1000–1200 Kamehameha I 22 Poster 4-1 3D Computer Vision 142 Semantically Coherent Co-Segmentation and Reconstruction of Dynamic Scenes Armin Mustafa, Adrian Hilton













2003 On the Two-View Geometry of Unsynchronized Cameras Cenek Albl, Zuzana Kukelova, Andrew Fitzgibbon, Jan Heller, Matej Smid, Tomas Pajdla













2007 Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image Chen Kong, Chen-Hsuan Lin, Simon Lucey













2042 Convex Global 3D Registration With Lagrangian Duality Jesus Briales, Javier Gonzalez-Jimenez













2080 DeMoN: Depth and Motion Network for Learning Monocular Stereo Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg, Alexey Dosovitskiy, Thomas Brox













3303 3D Bounding Box Estimation Using Deep Learning and Geometry Arsalan Mousavian, Dragomir Anguelov, John Flynn, Jana Košecká













3852 A Dataset for Benchmarking Image-Based Localization Xun Sun, Yuanfan Xie, Pei Luo, Liang Wang











Analyzing Humans in Images 186 Asynchronous Temporal Fields for Action Recognition Gunnar A. Sigurdsson, Santosh Divvala, Ali Farhadi, Abhinav Gupta













489 Sequential Person Recognition in Photo Albums With a Recurrent Network Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel













678 Multi-Context Attention for Human Pose Estimation Xiao Chu, Wei Yang, Wanli Ouyang, Cheng Ma, Alan L. Yuille, Xiaogang Wang













737 3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann













909 Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image Denis Tome, Chris Russell, Lourdes Agapito













1254 AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos Amlan Kar, Nishant Rai, Karan Sikka, Gaurav Sharma













1259 Deep Structured Learning for Facial Action Unit Intensity Estimation Robert Walecki, Ognjen (Oggi) Rudovic, Vladimir Pavlovic, Bjöern Schuller, Maja Pantic













1281 Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion Yue Wu, Chao Gou, Qiang Ji













1337 Self-Supervised Video Representation Learning With Odd-One-Out Networks Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould













2209 Robust Joint and Individual Variance Explained Christos Sagonas, Yannis Panagakis, Alina Leidinger, Stefanos Zafeiriou













2377 Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen













3273 3D Human Pose Estimation = 2D Pose Estimation + Matching Ching-Hang Chen, Deva Ramanan











Applications 2442 Joint Gap Detection and Inpainting of Line Drawings Kazuma Sasaki, Satoshi Iizuka, Edgar Simo-Serra, Hiroshi Ishikawa











Biomedical Image/Video Analysis 918 Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging Hyunwoo J. Kim, Nagesh Adluru, Heemanshu Suri, Baba C. Vemuri, Sterling C. Johnson, Vikas Singh













2661 Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding Yawen Huang, Ling Shao, Alejandro F. Frangi











Computational Photography 3099 Multiple-Scattering Microphysics Tomography Aviad Levis, Yoav Y. Schechner, Anthony B. Davis











Image Motion & Tracking 464 Accurate Optical Flow via Direct Cost Volume Processing Jia Xu, René Ranftl, Vladlen Koltun













2274 Event-Based Visual Inertial Odometry Alex Zihao Zhu, Nikolay Atanasov, Kostas Daniilidis













2371 Robust Visual Tracking Using Oblique Random Forests Le Zhang, Jagannadan Varadarajan, Ponnuthurai Nagaratnam Suganthan, Narendra Ahuja, Pierre Moulin











Low- & Mid-Level Vision 192 Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang













612 Learning Non-Lambertian Object Intrinsics Across ShapeNet Categories Jian Shi, Yue Dong, Hao Su, Stella X. Yu













744 MCMLSD: A Dynamic Programming Approach to Line Segment Detection Emilio J. Almazàn, Ron Tal, Yiming Qian, James H. Elder













889 Contour-Constrained Superpixels for Image and Video Processing Se-Ho Lee, Won-Dong Jang, Chang-Su Kim













1104 Richer Convolutional Features for Edge Detection Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Kai Wang, Xiang Bai













1320 Non-Local Color Image Denoising With Convolutional Neural Networks Stamatios Lefkimmiatis













1526 Generative Face Completion Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang













1726 Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising Yi Chang, Luxin Yan, Sheng Zhong













1923 Unsupervised Semantic Scene Labeling for Streaming Data Maggie Wigness, John G. Rogers III













3102 Why You Should Forget Luminance Conversion and Do Something Better Rang M. H. Nguyen, Michael S. Brown













3196 Deep Semantic Feature Matching Nikolai Ufer, Björn Ommer











Machine Learning 52 Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems Je Hyeong Hong, Christopher Zach, Andrew Fitzgibbon













183 Efficient Multiple Instance Metric Learning Using Weakly Supervised Data Marc T. Law, Yaoliang Yu, Raquel Urtasun, Richard S. Zemel, Eric P. Xing













200 WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation Thibaut Durand, Taylor Mordan, Nicolas Thome, Matthieu Cord













385 Image-To-Image Translation With Conditional Adversarial Networks Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros













449 Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi













552 Aggregated Residual Transformations for Deep Neural Networks Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He













582 MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks With Privileged Information Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew Soon Ong













754 Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning Zhengming Ding, Ming Shao, Yun Fu













940 Factorized Variational Autoencoders for Modeling Audience Reactions to Movies Zhiwei Deng, Rajitha Navarathna, Peter Carr, Stephan Mandt, Yisong Yue, Iain Matthews, Greg Mori













980 Learning Features by Watching Objects Move Deepak Pathak, Ross Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan













1152 What Can Help Pedestrian Detection? Jiayuan Mao, Tete Xiao, Yuning Jiang, Zhimin Cao













1565 DeepPermNet: Visual Permutation Learning Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould













1914 Learning the Multilinear Structure of Visual Data Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos Zafeiriou













2032 Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies Lena Gorelick, Yuri Boykov, Olga Veksler













2417 Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning Tien-Ju Yang, Yu-Hsin Chen, Vivienne Sze













3111 Joint Multi-Person Pose Estimation and Semantic Part Segmentation Fangting Xia, Peng Wang, Xianjie Chen, Alan L. Yuille













3299 Deep Feature Interpolation for Image Content Changes Paul Upchurch, Jacob Gardner, Geoff Pleiss, Robert Pless, Noah Snavely, Kavita Bala, Kilian Weinberger













3609 FASON: First and Second Order Information Fusion Network for Texture Recognition Xiyang Dai, Joe Yue-Hei Ng, Larry S. Davis













3875 Lean Crowdsourcing: Combining Humans and Machines in an Online System Steve Branson, Grant Van Horn, Pietro Perona











Object Recognition & Scene Understanding 156 Supervising Neural Attention Models for Video Captioning by Human Gaze Data Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim













203 L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space Yurun Tian, Bin Fan, Fuchao Wu













282 Convolutional Random Walk Networks for Semantic Image Segmentation Gedas Bertasius, Lorenzo Torresani, Stella X. Yu, Jianbo Shi













397 Knowledge Acquisition for Visual Question Answering via Iterative Querying Yuke Zhu, Joseph J. Lim, Li Fei-Fei













562 Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search Bo Zhao, Jiashi Feng, Xiao Wu, Shuicheng Yan













594 From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han













598 Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization? Torsten Sattler, Akihiko Torii, Josef Sivic, Marc Pollefeys, Hajime Taira, Masatoshi Okutomi, Tomas Pajdla













876 Asymmetric Feature Maps With Application to Sketch Based Retrieval Giorgos Tolias, Ondřej Chum













926 Diverse Image Annotation Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem













956 AMC: Attention guided Multi-modal Correlation Learning for Image Search Kan Chen, Trung Bui, Chen Fang, Zhaowen Wang, Ram Nevatia













989 Multi-Attention Network for One Shot Learning Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen













1001 Fried Binary Embedding for High-Dimensional Visual Features Weixiang Hong, Junsong Yuan, Sreyasee Das Bhattacharjee













1054 Pyramid Scene Parsing Network Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia













1234 Learning Deep Match Kernels for Image-Set Classification Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin, Shuo Li













1370 Task-Driven Dynamic Fusion: Reducing Ambiguity in Video Description Xishan Zhang, Ke Gao, Yongdong Zhang, Dongming Zhang, Jintao Li, Qi Tian













1517 Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen













2294 Indoor Scene Parsing With Instance Segmentation, Semantic Labeling and Support Relationship Inference Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu













2351 Episodic CAMN: Contextual Attention-Based Memory Networks With Iterative Feedback for Scene Labeling Abrar H. Abdulnabi, Bing Shuai, Stefan Winkler, Gang Wang













2394 Link the Head to the “Beak”: Zero Shot Learning From Noisy Text Description at Part Precision Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed Elgammal













2402 SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua













2559 Deep Pyramidal Residual Networks Dongyoon Han, Jiwhan Kim, Junmo Kim













2743 Product Split Trees Artem Babenko, Victor Lempitsky













3177 Making the v in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh













3417 Commonly Uncommon: Semantic Sparsity in Situation Recognition Mark Yatskar, Vicente Ordonez, Luke Zettlemoyer, Ali Farhadi













3667 Cross-Modality Binary Code Learning via Fusion Similarity Hashing Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang, Baochang Zhang











Theory 650 Saliency Revisited: Analysis of Mouse Movements Versus Fixations Hamed R. Tavakoli, Fawad Ahmed, Ali Borji, Jorma Laaksonen













1887 InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation Shay Zweig, Lior Wolf











Video Analytics 1063 SST: Single-Stream Temporal Action Proposals Shyamal Buch, Victor Escorcia, Chuanqi Shen, Bernard Ghanem, Juan Carlos Niebles













1105 Video Segmentation via Multiple Granularity Analysis Rui Yang, Bingbing Ni, Chao Ma, Yi Xu, Xiaokang Yang













1442 Spatio-Temporal Alignment of Non-Overlapping Sequences From Independently Panning Cameras Seyed Morteza Safdarnejad, Xiaoming Liu













1750 UntrimmedNets for Weakly Supervised Action Recognition and Detection Limin Wang, Yuanjun Xiong, Dahua Lin, Luc Van Gool

Tuesday, July 25, 2017 1300–1430 Kamehameha III 23 Spotlight 4-2A Object Recognition & Scene Understanding 3 1855 Gaze Embeddings for Zero-Shot Image Classification Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling













90 What's in a Question: Using Visual Questions as a Form of Supervision Siddha Ganju, Olga Russakovsky, Abhinav Gupta













293 Attend to You: Personalized Image Captioning With Context Sequence Memory Networks Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim













941 Adversarially Tuned Scene Generation VSR Veeravasarapu, Constantin Rothkopf, Ramesh Visvanathan













1163 Residual Attention Network for Image Classification Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li, Honggang Zhang, Xiaogang Wang, Xiaoou Tang













1176 Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, Xiaoou Tang













1840 Learning Non-Maximum Suppression Jan Hosang, Rodrigo Benenson, Bernt Schiele













3408 The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber, Hal Daumé III, Larry S. Davis









Oral 4-2A

581 Object Region Mining With Adversarial Erasing: A Sim