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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017: all accepted papers

789 papers · page 2 of 8 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017

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  1. Deep Photo Style Transfer ↗Fujun Luan, Sylvain Paris, Eli Shechtman et al.714 citations
  2. Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning ↗Tien-Ju Yang, Yu‐Hsin Chen, Vivienne Sze711 citations
  3. Finding Tiny Faces ↗Peiyun Hu, Deva Ramanan705 citations
  4. Learning Non-maximum Suppression ↗Jan Hosang, Rodrigo Benenson, Bernt Schiele696 citations
  5. DeMoN: Depth and Motion Network for Learning Monocular Stereo ↗Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig et al.692 citations
  6. Learning Deep Context-Aware Features over Body and Latent Parts for Person Re-identification ↗Dangwei Li, Xiaotang Chen, Zhang Zhang et al.692 citations
  7. Global Context-Aware Attention LSTM Networks for 3D Action Recognition ↗Jun Liu, Gang Wang, Ping Hu et al.682 citations
  8. Spatiotemporal Multiplier Networks for Video Action Recognition ↗Christoph Feichtenhofer, Axel J. Pinz, Richard P. Wildes679 citations
  9. Deep Pyramidal Residual Networks ↗Dongyoon Han, Jiwhan Kim, Junmo Kim669 citations
  10. Benchmarking Denoising Algorithms with Real Photographs ↗Tobias Plötz, Stefan Roth655 citations
  11. Deep Feature Flow for Video Recognition ↗Xizhou Zhu, Yuwen Xiong, Jifeng Dai et al.653 citations
  12. Semi-Supervised Deep Learning for Monocular Depth Map Prediction ↗Yevhen Kuznietsov, Jörg Stückler, Bastian Leibe651 citations
  13. Generative Face Completion ↗Yijun Li, Sifei Liu, Jimei Yang et al.645 citations
  14. A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection ↗Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta640 citations
  15. Large Margin Object Tracking with Circulant Feature Maps ↗Mengmeng Wang, Yong Liu, Zeyi Huang640 citations
  16. Context-Aware Correlation Filter Tracking ↗Matthias F. Mueller, Neil Smith, Bernard Ghanem636 citations
  17. UberNet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory ↗Iasonas Kokkinos634 citations
  18. Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis ↗Angela Dai, Charles R. Qi, Matthias NieBner633 citations
  19. Non-local Deep Features for Salient Object Detection ↗Zhiming Luo, Akshaya Kumar Mishra, Andrew Achkar et al.621 citations
  20. Lip Reading Sentences in the Wild ↗Joon Son Chung, Andrew Senior, Oriol Vinyals et al.617 citations
  21. Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction ↗Richard Zhang, Phillip Isola, Alexei A. Efros616 citations
  22. Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation ↗Hongliang Yan, Yukang Ding, Peihua Li et al.613 citations
  23. DSAC — Differentiable RANSAC for Camera Localization ↗Eric Brachmann, Alexander Krull, Sebastian Nowozin et al.607 citations
  24. Unsupervised Video Summarization with Adversarial LSTM Networks ↗Behrooz Mahasseni, Michael Lam, Siniša Todorović607 citations
  25. L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space ↗Yurun Tian, Bin Fan, Fuchao Wu601 citations
  26. Joint Geometrical and Statistical Alignment for Visual Domain Adaptation ↗Jing Zhang, Wanqing Li, Philip Ogunbona598 citations
  27. Expert Gate: Lifelong Learning with a Network of Experts ↗Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars597 citations
  28. GMS: Grid-Based Motion Statistics for Fast, Ultra-Robust Feature Correspondence ↗Jia-Wang Bian, Wen-Yan Lin, Yasuyuki Matsushita et al.594 citations
  29. Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes ↗Tobias Pohlen, Alexander Hermans, Markus Mathias et al.584 citations
  30. Learning Video Object Segmentation from Static Images ↗Federico Perazzi, Anna Khoreva, Rodrigo Benenson et al.581 citations
  31. Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space ↗Anh Nguyen, Jeff Clune, Yoshua Bengio et al.578 citations
  32. Deep Video Deblurring for Hand-Held Cameras ↗Shuochen Su, Mauricio Delbracio, Jue Wang et al.577 citations
  33. CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos ↗Zheng Shou, Jonathan Chan, Alireza Zareian et al.574 citations
  34. Visual Translation Embedding Network for Visual Relation Detection ↗Hanwang Zhang, Zawlin Kyaw, Shih‐Fu Chang et al.568 citations
  35. 3D Human Pose Estimation = 2D Pose Estimation + Matching ↗Ching-Hang Chen, Deva Ramanan566 citations
  36. Harmonic Networks: Deep Translation and Rotation Equivariance ↗Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov et al.563 citations
  37. Latent Multi-view Subspace Clustering ↗Changqing Zhang, Qinghua Hu, Huazhu Fu et al.562 citations
  38. YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video ↗Esteban Real, Jonathon Shlens, Stefano Mazzocchi et al.551 citations
  39. Person Search with Natural Language Description ↗Shuang Li, Tong Xiao, Hongsheng Li et al.550 citations
  40. UntrimmedNets for Weakly Supervised Action Recognition and Detection ↗Limin Wang, Yuanjun Xiong, Dahua Lin et al.546 citations
  41. Multiple People Tracking by Lifted Multicut and Person Re-identification ↗Siyu Tang, Mykhaylo Andriluka, Bjoern Andres et al.543 citations
  42. Unite the People: Closing the Loop Between 3D and 2D Human Representations ↗Christoph Lassner, Javier Romero, Martin Kiefel et al.541 citations
  43. Deep Watershed Transform for Instance Segmentation ↗Min Bai, Raquel Urtasun539 citations
  44. Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning ↗Sangdoo Yun, Jongwon Choi, Youngjoon Yoo et al.530 citations
  45. Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency ↗Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros et al.519 citations
  46. Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing ↗Ke Gong, Xiaodan Liang, Dongyu Zhang et al.506 citations
  47. Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image ↗Denis Tomè, Chris Russell, Lourdes Agapito504 citations
  48. Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network ↗Anh Tuan Tran, Tal Hassner, Iacopo Masi et al.503 citations
  49. Detecting Visual Relationships with Deep Relational Networks ↗Bo Dai, Yuqi Zhang, Dahua Lin502 citations
  50. StyleBank: An Explicit Representation for Neural Image Style Transfer ↗Dongdong Chen, Lu Yuan, Jing Liao et al.502 citations
  51. Cognitive Mapping and Planning for Visual Navigation ↗Saurabh Gupta, James Davidson, Sergey Levine et al.500 citations
  52. Video Frame Interpolation via Adaptive Convolution ↗Simon Niklaus, Long Mai, Feng Liu499 citations
  53. Scribbler: Controlling Deep Image Synthesis with Sketch and Color ↗Patsorn Sangkloy, Jingwan Lu, Fang Chen et al.497 citations
  54. Convolutional Neural Network Architecture for Geometric Matching ↗Ignacio Rocco, Relja Arandjelović, Josef Šivic496 citations
  55. Multiple Instance Detection Network with Online Instance Classifier Refinement ↗Peng Tang, Xinggang Wang, Xiang Bai et al.496 citations
  56. Deep Learning with Low Precision by Half-Wave Gaussian Quantization ↗Zhaowei Cai, Xiaodong He, Jian Sun et al.489 citations
  57. TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering ↗Yunseok Jang, Yale Song, Youngjae Yu et al.488 citations
  58. Controlling Perceptual Factors in Neural Style Transfer ↗Leon A. Gatys, Alexander S. Ecker, Matthias Bethge et al.486 citations
  59. ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification ↗Rohit Girdhar, Deva Ramanan, Abhinav Gupta et al.484 citations
  60. Superpixels and Polygons Using Simple Non-iterative Clustering ↗Radhakrishna Achanta, Sabine E. Susstrunk484 citations
  61. Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation ↗Dan Xu, Elisa Ricci, Wanli Ouyang et al.466 citations
  62. Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks ↗Hongsong Wang, Liang Wang463 citations
  63. Learning from Noisy Large-Scale Datasets with Minimal Supervision ↗Andreas Veit, Neil Alldrin, Gal Chechik et al.461 citations
  64. Colorization as a Proxy Task for Visual Understanding ↗Gustav Larsson, Michael Maire, Gregory Shakhnarovich458 citations
  65. Detecting Masked Faces in the Wild with LLE-CNNs ↗Shiming Ge, Jia Li, Qiting Ye et al.454 citations
  66. Semantic Compositional Networks for Visual Captioning ↗Zhe Gan, Chuang Gan, Xiaodong He et al.453 citations
  67. SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation ↗Li Yi, Hao Su, Xingwen Guo et al.448 citations
  68. Deep Image Matting ↗Ning Xu, Brian L. Price, Scott D. Cohen et al.447 citations
  69. Graph-Structured Representations for Visual Question Answering ↗Damien Teney, Lingqiao Liu, Anton van den Hengel447 citations
  70. 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 et al.446 citations
  71. Visual Dialog ↗Abhishek Das, Satwik Kottur, Khushi Gupta et al.445 citations
  72. RON: Reverse Connection with Objectness Prior Networks for Object Detection ↗Tao Kong, Fuchun Sun, Anbang Yao et al.442 citations
  73. From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur ↗Dong Gong, Jie Yang, Lingqiao Liu et al.439 citations
  74. Learning Features by Watching Objects Move ↗Deepak Pathak, Ross Girshick, Piotr Dollár et al.436 citations
  75. Stacked Generative Adversarial Networks ↗Xun Huang, Yixuan Li, Omid Poursaeed et al.434 citations
  76. SST: Single-Stream Temporal Action Proposals ↗Shyamal Buch, Victor A Escorcia, Chuanqi Shen et al.433 citations
  77. Multi-task Correlation Particle Filter for Robust Object Tracking ↗Tianzhu Zhang, Changsheng Xu, Ming–Hsuan Yang426 citations
  78. Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally ↗Zongwei Zhou, Jae Shin, Lei Zhang et al.415 citations
  79. Self-Supervised Video Representation Learning with Odd-One-Out Networks ↗Basura Fernando, Hakan Bilen, Efstratios Gavves et al.413 citations
  80. Neural Aggregation Network for Video Face Recognition ↗Jiaolong Yang, Peiran Ren, Dongqing Zhang et al.409 citations
  81. Deep Representation Learning for Human Motion Prediction and Classification ↗Judith Bütepage, Michael J. Black, Danica Kragić et al.406 citations
  82. Learning Cross-Modal Embeddings for Cooking Recipes and Food Images ↗Amaia Salvador, Nicholas Hynes, Yusuf Aytar et al.404 citations
  83. On Compressing Deep Models by Low Rank and Sparse Decomposition ↗Xiyu Yu, Tongliang Liu, Xinchao Wang et al.403 citations
  84. 3D Human Pose Estimation from a Single Image via Distance Matrix Regression ↗Francesc Moreno-Noguer397 citations
  85. Learning Spatial Regularization with Image-Level Supervisions for Multi-label Image Classification ↗Feng Zhu, Hongsheng Li, Wanli Ouyang et al.380 citations
  86. Mimicking Very Efficient Network for Object Detection ↗Quanquan Li, Shengying Jin, Junjie Yan379 citations
  87. 3D Menagerie: Modeling the 3D Shape and Pose of Animals ↗Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs et al.375 citations
  88. Modeling Relationships in Referential Expressions with Compositional Modular Networks ↗Ronghang Hu, Marcus Rohrbach, Jacob Andreas et al.375 citations
  89. Fully-Adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification ↗Yongxi Lu, Abhishek Kumar, Shuangfei Zhai et al.371 citations
  90. GuessWhat?! Visual Object Discovery through Multi-modal Dialogue ↗Harm de Vries, Florian Strub, Sarath Chandar et al.369 citations
  91. 3D Shape Segmentation with Projective Convolutional Networks ↗Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji et al.368 citations
  92. Low-Rank Bilinear Pooling for Fine-Grained Classification ↗Shu Kong, Charless C. Fowlkes367 citations
  93. Image Deblurring via Extreme Channels Prior ↗Yanyang Yan, Wenqi Ren, Yuanfang Guo et al.365 citations
  94. A Hierarchical Approach for Generating Descriptive Image Paragraphs ↗Jonathan Krause, Justin M. Johnson, Ranjay Krishna et al.364 citations
  95. Video Captioning with Transferred Semantic Attributes ↗Yingwei Pan, Ting Yao, Houqiang Li et al.364 citations
  96. Non-local Color Image Denoising with Convolutional Neural Networks ↗Stamatios Lefkimmiatis363 citations
  97. FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos ↗Suyog Dutt Jain, Bo Xiong, Kristen Grauman361 citations
  98. Dynamic FAUST: Registering Human Bodies in Motion ↗Federica Bogo, Javier Romero, Gerard Pons‐Moll et al.358 citations
  99. Annotating Object Instances with a Polygon-RNN ↗Lluís Castrejón, Kaustav Kundu, Raquel Urtasun et al.355 citations
  100. Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection ↗Yuliang Liu, Lianwen Jin351 citations

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