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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019: all accepted papers

1,299 papers · page 1 of 13 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019

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  1. A Style-Based Generator Architecture for Generative Adversarial Networks ↗Tero Karras, Samuli Laine, Timo Aila11,051 citations
  2. ArcFace: Additive Angular Margin Loss for Deep Face Recognition ↗Jiankang Deng, Jia Guo, Jing Yang et al.7,537 citations
  3. Dual Attention Network for Scene Segmentation ↗Jun Fu, Jing Liu, Haijie Tian et al.6,834 citations
  4. Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression ↗Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak et al.6,179 citations
  5. Deep High-Resolution Representation Learning for Human Pose Estimation ↗Ke Sun, Bin Xiao, Dong Liu et al.5,649 citations
  6. PointPillars: Fast Encoders for Object Detection From Point Clouds ↗Alex Lang, Sourabh Vora, Holger Caesar et al.4,492 citations
  7. DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation ↗Jeong Joon Park, Pete Florence, Julian Straub et al.3,422 citations
  8. MnasNet: Platform-Aware Neural Architecture Search for Mobile ↗Mingxing Tan, Bo Chen, Ruoming Pang et al.3,231 citations
  9. Selective Kernel Networks ↗Xiang Li, Wenhai Wang, Xiaolin Hu et al.3,134 citations
  10. PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud ↗Shaoshuai Shi, Xiaogang Wang, Hongsheng Li2,955 citations
  11. Class-Balanced Loss Based on Effective Number of Samples ↗Yin Cui, Menglin Jia, Tsung-Yi Lin et al.2,877 citations
  12. Semantic Image Synthesis With Spatially-Adaptive Normalization ↗Taesung Park, Ming-Yu Liu, Ting-Chun Wang et al.2,858 citations
  13. Deformable ConvNets V2: More Deformable, Better Results ↗Xizhou Zhu, Han Hu, Stephen Ching-Feng Lin et al.2,750 citations
  14. AutoAugment: Learning Augmentation Strategies From Data ↗Ekin D. Cubuk, Barret Zoph, Dandelion Mané et al.2,733 citations
  15. Occupancy Networks: Learning 3D Reconstruction in Function Space ↗Lars Mescheder, Michael Oechsle, Michael Niemeyer et al.2,708 citations
  16. SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks ↗Bo Li, Wei Wu, Qiang Wang et al.2,480 citations
  17. MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection ↗Paul Bergmann, Michael Fauser, David Sattlegger et al.2,086 citations
  18. Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition ↗Lei Shi, Yifan Zhang, Jian Cheng et al.2,071 citations
  19. 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks ↗Christopher Choy, JunYoung Gwak, Silvio Savarese2,043 citations
  20. NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection ↗Golnaz Ghiasi, Tsung-Yi Lin, Quoc Viet Le1,978 citations
  21. Second-Order Attention Network for Single Image Super-Resolution ↗Tao Dai, Jianrui Cai, Yongbing Zhang et al.1,900 citations
  22. PointConv: Deep Convolutional Networks on 3D Point Clouds ↗Wenxuan Wu, Zhongang Qi, Fuxin Li1,850 citations
  23. Expressive Body Capture: 3D Hands, Face, and Body From a Single Image ↗Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani et al.1,771 citations
  24. Libra R-CNN: Towards Balanced Learning for Object Detection ↗Jiangmiao Pang, Kai Chen, Jianping Shi et al.1,763 citations
  25. Relational Knowledge Distillation ↗Wonpyo Park, Dongju Kim, Yan Lu et al.1,681 citations
  26. LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking ↗Heng Fan, Liting Lin, Fan Yang et al.1,650 citations
  27. Learning RoI Transformer for Oriented Object Detection in Aerial Images ↗Jian Ding, Nan Xue, Yang Long et al.1,611 citations
  28. Bag of Tricks for Image Classification with Convolutional Neural Networks ↗Tong He, Zhi Zhang, Hang Zhang et al.1,575 citations
  29. BASNet: Boundary-Aware Salient Object Detection ↗Xuebin Qin, Zichen Zhang, Chenyang Huang et al.1,565 citations
  30. Panoptic Segmentation ↗Alexander Kirillov, Kaiming He, Ross Girshick et al.1,545 citations
  31. ATOM: Accurate Tracking by Overlap Maximization ↗Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan et al.1,510 citations
  32. Hybrid Task Cascade for Instance Segmentation ↗Kai Chen, Jiangmiao Pang, Jiaqi Wang et al.1,499 citations
  33. Fast Online Object Tracking and Segmentation: A Unifying Approach ↗Qiang Wang, Li Zhang, Luca Bertinetto et al.1,484 citations
  34. Argoverse: 3D Tracking and Forecasting With Rich Maps ↗Ming-Fang Chang, John Lambert, Patsorn Sangkloy et al.1,464 citations
  35. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringDrew A. Hudson, Christopher D. Manning1,451 citations · our summary
  36. Learning Implicit Fields for Generative Shape Modeling ↗Zhiqin Chen, Hao Zhang1,443 citations
  37. Noise2Void - Learning Denoising From Single Noisy Images ↗Alexander Krull, Tim-Oliver Buchholz, Florian Jug1,366 citations
  38. Panoptic Feature Pyramid Networks ↗Alexander Kirillov, Ross Girshick, Kaiming He et al.1,357 citations
  39. 3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training ↗Dario Pavllo, Christoph Feichtenhofer, David Grangier et al.1,297 citations
  40. Do Better ImageNet Models Transfer Better? ↗Simon Kornblith, Jonathon Shlens, Quoc Viet Le1,268 citations
  41. Meta-Transfer Learning for Few-Shot Learning ↗Qianru Sun, Yaoyao Liu, Tat‐Seng Chua et al.1,264 citations
  42. FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search ↗Bichen Wu, Kurt Keutzer, Xiaoliang Dai et al.1,261 citations
  43. Multi-Label Image Recognition With Graph Convolutional Networks ↗Zhao-Min Chen, Xiu-Shen Wei, Peng Wang et al.1,261 citations
  44. Meta-Learning With Differentiable Convex Optimization ↗Kwonjoon Lee, Subhransu Maji, Avinash Ravichandran et al.1,260 citations
  45. Improving Transferability of Adversarial Examples With Input Diversity ↗Cihang Xie, Zhishuai Zhang, Yuyin Zhou et al.1,245 citations
  46. LVIS: A Dataset for Large Vocabulary Instance Segmentation ↗Agrim Gupta, Piotr Dollár, Ross Girshick1,236 citations
  47. Large Scale Incremental Learning ↗Yue Wu, Yinpeng Chen, Lijuan Wang et al.1,235 citations
  48. Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition ↗Maosen Li, Siheng Chen, Xu Chen et al.1,230 citations
  49. Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration ↗Yang He, Ping Liu, Ziwei Wang et al.1,217 citations
  50. On the Continuity of Rotation Representations in Neural Networks ↗Yi Zhou, Connelly Barnes, Jingwan Lu et al.1,217 citations
  51. End-To-End Multi-Task Learning With Attention ↗Shikun Liu, Edward Johns, Andrew J. Davison1,202 citations
  52. D2-Net: A Trainable CNN for Joint Description and Detection of Local Features ↗Mihai Dusmanu, Ignacio Rocco, Tomáš Pajdla et al.1,179 citations
  53. DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion ↗Chen Wang, Danfei Xu, Yuke Zhu et al.1,154 citations
  54. Toward Convolutional Blind Denoising of Real Photographs ↗Shi Zeng Guo, Zifei Yan, Kai Zhang et al.1,152 citations
  55. Pseudo-LiDAR From Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving ↗Yan Wang, Wei‐Lun Chao, Divyansh Garg et al.1,148 citations
  56. Learning a Unified Classifier Incrementally via Rebalancing ↗Saihui Hou, Xinyu Pan, Chen Change Loy et al.1,139 citations
  57. Cascaded Partial Decoder for Fast and Accurate Salient Object Detection ↗Zhe Wu, Li Su, Qingming Huang1,136 citations
  58. Large-Scale Long-Tailed Recognition in an Open World ↗Ziwei Liu, Zhongqi Miao, Xiaohang Zhan et al.1,126 citations
  59. Character Region Awareness for Text Detection ↗Youngmin Baek, Bado Lee, Dongyoon Han et al.1,103 citations
  60. A Simple Pooling-Based Design for Real-Time Salient Object Detection ↗Jiangjiang Liu, Qibin Hou, Ming‐Ming Cheng et al.1,100 citations
  61. Deeper and Wider Siamese Networks for Real-Time Visual Tracking ↗Zhipeng Zhang, Houwen Peng1,090 citations
  62. SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints ↗Amir Sadeghian, Vineet Kosaraju, Ali Sadeghian et al.1,065 citations
  63. PVNet: Pixel-Wise Voting Network for 6DoF Pose Estimation ↗Sida Peng, Yuan Liu, Qixing Huang et al.1,061 citations
  64. Mask Scoring R-CNN ↗Zhaojin Huang, Lichao Huang, Yongchao Gong et al.1,049 citations
  65. From Coarse to Fine: Robust Hierarchical Localization at Large Scale ↗Paul-Edouard Sarlin, César Cadena, Roland Siegwart et al.1,044 citations
  66. Bottom-Up Object Detection by Grouping Extreme and Center Points ↗Xingyi Zhou, Jiacheng Zhuo, Philipp Krähenbühl1,036 citations
  67. Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation ↗Chenxi Liu, Liang-Chieh Chen, Florian Schroff et al.1,025 citations
  68. Progressive Image Deraining Networks: A Better and Simpler Baseline ↗Dongwei Ren, Wangmeng Zuo, Qinghua Hu et al.1,000 citations
  69. Feature Selective Anchor-Free Module for Single-Shot Object Detection ↗Chenchen Zhu, Yihui He, Marios Savvides997 citations
  70. Underexposed Photo Enhancement Using Deep Illumination Estimation ↗Ruixing Wang, Qing Zhang, Chi‐Wing Fu et al.983 citations
  71. Deep Modular Co-Attention Networks for Visual Question Answering ↗Yu Zhou, Jun Yu, Yuhao Cui et al.964 citations
  72. Relation-Shape Convolutional Neural Network for Point Cloud Analysis ↗Yongcheng Liu, Bin Fan, Shiming Xiang et al.952 citations
  73. HAQ: Hardware-Aware Automated Quantization With Mixed Precision ↗Kuan Wang, Zhijian Liu, Yujun Lin et al.948 citations
  74. Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks ↗Yinpeng Dong, Tianyu Pang, Hang Su et al.942 citations
  75. Contrastive Adaptation Network for Unsupervised Domain Adaptation ↗Guoliang Kang, Lu Jiang, Yi Ping Yang et al.941 citations
  76. Importance Estimation for Neural Network Pruning ↗Pavlo A. Molchanov, Arun Mallya, Stephen Tyree et al.934 citations
  77. Skeleton-Based Action Recognition With Directed Graph Neural Networks ↗Lei Shi, Yifan Zhang, Jian Cheng et al.930 citations
  78. An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition ↗Chenyang Si, Wentao Chen, Wei Wang et al.917 citations
  79. PointNetLK: Robust & Efficient Point Cloud Registration Using PointNet ↗Yasuhiro Aoki, Hunter Goforth, Rangaprasad Arun Srivatsan et al.896 citations
  80. Feature Denoising for Improving Adversarial Robustness ↗Cihang Xie, Yuxin Wu, Laurens van der Maaten et al.894 citations
  81. Feedback Network for Image Super-Resolution ↗Zhen Li, Jinglei Yang, Zheng Liu et al.883 citations
  82. Shape Robust Text Detection With Progressive Scale Expansion Network ↗Wenhai Wang, Enze Xie, Xiang Li et al.860 citations
  83. Joint Discriminative and Generative Learning for Person Re-Identification ↗Zhedong Zheng, Xiaodong Yang, Zhiding Yu et al.856 citations
  84. Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning ↗Xun Wang, Xintong Han, Weilin Huang et al.854 citations
  85. PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing ↗Hengshuang Zhao, Li Jiang, Chi‐Wing Fu et al.840 citations
  86. Auto-Encoding Scene Graphs for Image Captioning ↗Xu Yang, Kaihua Tang, Hanwang Zhang et al.827 citations
  87. Domain Generalization by Solving Jigsaw Puzzles ↗Fabio Maria Carlucci, Antonio D’Innocente, Silvia Bucci et al.813 citations
  88. GA-Net: Guided Aggregation Net for End-To-End Stereo Matching ↗Feihu Zhang, Victor Adrian Prisacariu, Ruigang Yang et al.811 citations
  89. Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation ↗Yawei Luo, Liang Zheng, Tao Guan et al.798 citations
  90. Strong-Weak Distribution Alignment for Adaptive Object Detection ↗Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada et al.788 citations
  91. Pyramid Feature Attention Network for Saliency Detection ↗Ting Zhao, Xiangqian Wu772 citations
  92. Enhanced Pix2pix Dehazing Network ↗Yanyun Qu, Yizi Chen, Jingying Huang et al.762 citations
  93. Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation ↗He Wang, Srinath Sridhar, Jingwei Huang et al.757 citations
  94. From Recognition to Cognition: Visual Commonsense Reasoning ↗Rowan Zellers, Yonatan Bisk, Ali Farhadi et al.748 citations
  95. Group-Wise Correlation Stereo Network ↗Xiaoyang Guo, Kai Yang, Wukui Yang et al.742 citations
  96. DVC: An End-To-End Deep Video Compression Framework ↗Guo Sheng Lu, Wanli Ouyang, Dong Xu et al.739 citations
  97. Graph Attention Convolution for Point Cloud Semantic Segmentation ↗Lei Wang, Yuchun Huang, Yaolin Hou et al.738 citations
  98. Context-Aware Crowd Counting ↗Weizhe Liu, Mathieu Salzmann, Pascal Fua736 citations
  99. Multi-Task Multi-Sensor Fusion for 3D Object Detection ↗Ming Xuan Liang, Bin Yang, Yun Chen et al.723 citations
  100. DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation ↗Hanchao Li, Pengfei Xiong, Haoqiang Fan et al.718 citations

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