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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2016: all accepted papers

646 papers · page 1 of 7 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2016

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  1. Deep Residual Learning for Image Recognition ↗Kaiming He, Xiangyu Zhang, Shaoqing Ren et al.221,332 citations
  2. You Only Look Once: Unified, Real-Time Object Detection ↗Joseph Redmon, Santosh Divvala, Ross Girshick et al.50,822 citations
  3. Rethinking the Inception Architecture for Computer Vision ↗Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al.30,578 citations
  4. The Cityscapes Dataset for Semantic Urban Scene Understanding ↗Marius Cordts, Mohamed Omran, Sebastian Ramos et al.11,836 citations
  5. Learning Deep Features for Discriminative Localization ↗Bolei Zhou, Aditya Khosla, Àgata Lapedriza et al.10,709 citations
  6. Accurate Image Super-Resolution Using Very Deep Convolutional Networks ↗Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee7,571 citations
  7. Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network ↗Wenzhe Shi, José Caballero, Ferenc Huszár et al.7,203 citations
  8. Structure-from-Motion Revisited ↗Johannes L. Schönberger, Jan‐Michael Frahm6,212 citations
  9. Image Style Transfer Using Convolutional Neural Networks ↗Leon A. Gatys, Alexander S. Ecker, Matthias Bethge5,843 citations
  10. Context Encoders: Feature Learning by Inpainting ↗Deepak Pathak, Philipp Krähenbühl, Jeff Donahue et al.5,410 citations
  11. DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks ↗Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard B5,129 citations
  12. Social LSTM: Human Trajectory Prediction in Crowded Spaces ↗Alexandre Alahi, Kratarth Goel, Vignesh Ramanathan et al.3,483 citations
  13. NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis ↗Amir Shahroudy, Jun Liu, Tian-Tsong Ng et al.3,131 citations
  14. Deeply-Recursive Convolutional Network for Image Super-Resolution ↗Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee3,025 citations
  15. Convolutional Pose Machines ↗Shih-En Wei, Varun Ramakrishna, Takeo Kanade A et al.2,838 citations
  16. Learning Multi-domain Convolutional Neural Networks for Visual Tracking ↗Hyeonseob Nam, Bohyung Han2,727 citations
  17. Convolutional Two-Stream Network Fusion for Video Action Recognition ↗Christoph Feichtenhofer, Axel J. Pinz, Andrew Zisserman2,684 citations
  18. Training Region-Based Object Detectors with Online Hard Example Mining ↗Abhinav Shrivastava, Abhinav Gupta, Ross Girshick2,586 citations
  19. NetVLAD: CNN Architecture for Weakly Supervised Place Recognition ↗Relja Arandjelović, Petr Gronát, Akihiko Torii et al.2,584 citations
  20. A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation ↗Nikolaus Mayer, Eddy Ilg, Philip Hausser et al.2,301 citations
  21. The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes ↗Germán Ros, Laura Sellart, Joanna Materzyńska et al.2,255 citations
  22. Single-Image Crowd Counting via Multi-Column Convolutional Neural Network ↗Yingying Zhang, Desen Zhou, Siqin Chen et al.2,241 citations
  23. Stacked Attention Networks for Image Question Answering ↗Zichao Yang, Xiaodong He, Jianfeng Gao et al.1,998 citations
  24. A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation ↗Federico Perazzi, Jordi Pont-Tuset, Brian McWilliams et al.1,989 citations
  25. 3D Semantic Parsing of Large-Scale Indoor Spaces ↗Iro Armeni, Ozan Şener, Amir Zamir et al.1,892 citations
  26. WIDER FACE: A Face Detection Benchmark ↗Shuo Yang, Ping Luo, Chen Change Loy et al.1,830 citations
  27. DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations ↗Ziwei Liu, Ping Luo, Shi Qiu et al.1,803 citations
  28. Image Captioning with Semantic Attention ↗Quanzeng You, Hailin Jin, Zhaowen Wang et al.1,803 citations
  29. Staple: Complementary Learners for Real-Time Tracking ↗Luca Bertinetto, Jack Valmadre, Stuart Golodetz et al.1,776 citations
  30. MSR-VTT: A Large Video Description Dataset for Bridging Video and Language ↗Jun Xu, Tao Mei, Ting Yao et al.1,759 citations
  31. Face2Face: Real-Time Face Capture and Reenactment of RGB Videos ↗Justus Thies, Michael Zollhöfer, Marc Stamminger et al.1,747 citations
  32. Towards Open Set Deep Networks ↗Abhijit Bendale, Terrance E. Boult1,659 citations
  33. Non-local Image Dehazing ↗Dana Berman, Tali Treibitz, Shai Avidan1,642 citations
  34. Deep Metric Learning via Lifted Structured Feature Embedding ↗Hyun Oh Song, Xiang Yu, Stefanie Jegelka et al.1,630 citations
  35. Volumetric and Multi-view CNNs for Object Classification on 3D Data ↗Charles R. Qi, Hao Su, Matthias NieBner et al.1,504 citations
  36. Synthetic Data for Text Localisation in Natural Images ↗Ankush Gupta, Andrea Vedaldi, Andrew Zisserman1,461 citations
  37. Cross-Stitch Networks for Multi-task Learning ↗Ishan Misra, Abhinav Shrivastava, Abhinav Gupta et al.1,397 citations
  38. Learning Temporal Regularity in Video Sequences ↗Mahmudul Hasan, Jonghyun Choi, Jan Neumann et al.1,397 citations
  39. Attention to Scale: Scale-Aware Semantic Image Segmentation ↗Liang-Chieh Chen, Yi Yang, Jiang Wang et al.1,377 citations
  40. Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks ↗Sean Bell, C. Lawrence Zitnick, Kavita Bala et al.1,292 citations
  41. Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function ↗De Cheng, Yihong Gong, Sanping Zhou et al.1,247 citations
  42. Instance-Aware Semantic Segmentation via Multi-task Network Cascades ↗Jifeng Dai, Kaiming He, Jian Sun1,244 citations
  43. Quantized Convolutional Neural Networks for Mobile Devices ↗Jiaxiang Wu, Cong Leng, Yuhang Wang et al.1,212 citations
  44. CNN-RNN: A Unified Framework for Multi-label Image Classification ↗Jiang Wang, Yi Yang, Junhua Mao et al.1,198 citations
  45. Generation and Comprehension of Unambiguous Object DescriptionsJunhua Mao, Jonathan Huang, Alexander Toshev et al.1,174 citations · our summary
  46. Siamese Instance Search for Tracking ↗Tao Ran, Efstratios Gavves, Arnold W. M. Smeulders1,172 citations
  47. DenseCap: Fully Convolutional Localization Networks for Dense Captioning ↗Justin M. Johnson, Andrej Karpathy, Li Fei-Fei1,137 citations
  48. Face Alignment Across Large Poses: A 3D Solution ↗Xiangyu Zhu, Zhen Lei, Xiaoming Liu et al.1,137 citations
  49. Structural-RNN: Deep Learning on Spatio-Temporal Graphs ↗Ashesh Jain, Amir Zamir, Silvio Savarese et al.1,095 citations
  50. A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation ↗Xueyang Fu, Delu Zeng, Yue Huang et al.1,081 citations
  51. ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation ↗Di Lin, Jifeng Dai, Jiaya Jia et al.1,080 citations
  52. DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation ↗Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang et al.1,051 citations
  53. Monocular 3D Object Detection for Autonomous Driving ↗Xiaozhi Chen, Kaustav Kundu, Ziyu Zhang et al.1,017 citations
  54. VirtualWorlds as Proxy for Multi-object Tracking Analysis ↗Adrien Gaidon, Qiao Wang, Yohann Cabon et al.1,003 citations
  55. Traffic-Sign Detection and Classification in the Wild ↗Zhe Zhu, Dun Liang, Song–Hai Zhang et al.1,001 citations
  56. Learning Deep Representation for Imbalanced Classification ↗Chen Huang, Yining Li, Chen Change Loy et al.988 citations
  57. Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs ↗Zheng Shou, Dongang Wang, Shih‐Fu Chang968 citations
  58. Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification ↗Tong Xiao, Hongsheng Li, Wanli Ouyang et al.958 citations
  59. Rain Streak Removal Using Layer Priors ↗Yu Li, Robby T. Tan, Xiaojie Guo et al.952 citations
  60. Eye Tracking for Everyone ↗Kyle Krafka, Aditya Khosla, Petr Kellnhofer et al.917 citations
  61. Fast Algorithms for Convolutional Neural Networks ↗Andrew Lavin, Scott Gray915 citations
  62. The MegaFace Benchmark: 1 Million Faces for Recognition at Scale ↗Ira Kemelmacher-Shlizerman, Steve M. Seitz, Daniel Miller et al.911 citations
  63. Neural Module NetworksJacob Andreas, Marcus Rohrbach, Trevor Jackson Darrell et al.908 citations · our summary
  64. HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection ↗Tao Kong, Anbang Yao, Yurong Chen et al.904 citations
  65. Deep Supervised Hashing for Fast Image Retrieval ↗Haomiao Liu, Ruiping Wang, Shiguang Shan et al.902 citations
  66. Compact Bilinear Pooling ↗Yang Gao, Oscar Beijbom, Ning Zhang et al.871 citations
  67. Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification ↗Le Hou, Dimitris Samaras, Tahsin Kurç et al.866 citations
  68. Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation ↗Guosheng Lin, Chunhua Shen, Anton van den Hengel et al.837 citations
  69. Joint Unsupervised Learning of Deep Representations and Image Clusters ↗Jianwei Yang, Devi Parikh, Dhruv Batra837 citations
  70. DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection ↗Nian Liu, Junwei Han833 citations
  71. Deep Relative Distance Learning: Tell the Difference between Similar Vehicles ↗Hongye Liu, Yonghong Tian, Yaowei Wang et al.782 citations
  72. Blind Image Deblurring Using Dark Channel Prior ↗Jinshan Pan, Deqing Sun, Hanspeter Pfister et al.779 citations
  73. Human Pose Estimation with Iterative Error Feedback ↗João Carreira, Pulkit Agrawal, Katerina Fragkiadaki et al.778 citations
  74. Visual7W: Grounded Question Answering in ImagesYuke Zhu, Oliver Groth, Michael S. Bernstein et al.776 citations · our summary
  75. Learning Deep Representations of Fine-Grained Visual Descriptions ↗Scott Reed, Zeynep Akata, Honglak Lee et al.760 citations
  76. Learning Deep Structure-Preserving Image-Text Embeddings ↗Liwei Wang, Yin Li, Svetlana Lazebnik760 citations
  77. Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis ↗Chuan Li, Michael Wand741 citations
  78. Efficient Deep Learning for Stereo Matching ↗Wenjie Luo, Alexander Gerhard Schwing, Raquel Urtasun741 citations
  79. ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Measurements ↗Kuldeep Kulkarni, Suhas Lohit, Pavan K. Turaga et al.720 citations
  80. Hedged Deep Tracking ↗Yuankai Qi, Shengping Zhang, Lei Qin et al.705 citations
  81. Deep Contrast Learning for Salient Object Detection ↗Guanbin Li, Yizhou Yu704 citations
  82. Latent Embeddings for Zero-Shot Classification ↗Yongqin Xian, Zeynep Akata, Gaurav Sharma et al.703 citations
  83. Synthesized Classifiers for Zero-Shot Learning ↗Soravit Changpinyo, Wei‐Lun Chao, Boqing Gong et al.703 citations
  84. Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks ↗Pavlo A. Molchanov, Xiaodong Yang, Shalini Gupta et al.695 citations
  85. Robust Scene Text Recognition with Automatic Rectification ↗Baoguang Shi, Xinggang Wang, Pengyuan Lyu et al.693 citations
  86. Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images ↗Shuran Song, Jianxiong Xiao681 citations
  87. Ordinal Regression with Multiple Output CNN for Age Estimation ↗Zhenxing Niu, Mo Zhou, Le Wang et al.661 citations
  88. MovieQA: Understanding Stories in Movies through Question-Answering ↗Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen et al.639 citations
  89. Improving the Robustness of Deep Neural Networks via Stability Training ↗Stephan Zheng, Yang Song, Thomas Leung et al.624 citations
  90. DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation ↗Hao Chen, Xiaojuan Qi, Lequan Yu et al.623 citations
  91. Learning a Discriminative Null Space for Person Re-identification ↗Li Zhang, Tao Xiang, Shaogang Gong621 citations
  92. EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild ↗Carlos Fabian Benitez-Quiroz, Ramprakash Srinivasan, Aleix M. Martı́nez607 citations
  93. Inverting Visual Representations with Convolutional Networks ↗Alexey Dosovitskiy, Thomas Brox603 citations
  94. Exploit All the Layers: Fast and Accurate CNN Object Detector with Scale Dependent Pooling and Cascaded Rejection Classifiers ↗Fan Yang, Wongun Choi, Yuanqing Lin596 citations
  95. Multi-oriented Text Detection with Fully Convolutional Networks ↗Zheng Zhang, Chengquan Zhang, Wei Shen et al.596 citations
  96. End-to-End Learning of Action Detection from Frame Glimpses in Videos ↗Serena Y. Yeung, Olga Russakovsky, Greg Mori et al.579 citations
  97. Deep Stereo: Learning to Predict New Views from the World's Imagery ↗John Flynn, Ivan Neulander, James F. Philbin et al.574 citations
  98. Dynamic Image Networks for Action Recognition ↗Hakan Bilen, Basura Fernando, Efstratios Gavves et al.571 citations
  99. Recurrent Convolutional Network for Video-Based Person Re-identification ↗Niall McLaughlin, Jesús Martínez del Rincón, Paul C. Miller564 citations
  100. Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks ↗Haonan Yu, Jiang Wang, Zhiheng Huang et al.564 citations

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