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ICCV 2019: all accepted papers

1,082 papers · page 1 of 11 · the most cited first · ← ICCV 2019

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  1. Searching for MobileNetV3 ↗Andrew Howard, Mark Sandler, Bo Chen et al.9,410 citations
  2. FCOS: Fully Convolutional One-Stage Object Detection ↗Zhi Tian, Chunhua Shen, Hao Chen et al.6,648 citations
  3. CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features ↗Sangdoo Yun, Dongyoon Han, Sanghyuk Chun et al.5,092 citations
  4. SlowFast Networks for Video Recognition ↗Christoph Feichtenhofer, Haoqi Fan, Jitendra Malik et al.3,744 citations
  5. CenterNet: Keypoint Triplets for Object Detection ↗Kaiwen Duan, Song Bai, Lingxi Xie et al.3,587 citations
  6. KPConv: Flexible and Deformable Convolution for Point Clouds ↗Hugues Thomas, Charles R. Qi, Jean‐Emmanuel Deschaud et al.3,212 citations
  7. FaceForensics++: Learning to Detect Manipulated Facial Images ↗Andreas Rössler, Davide Cozzolino, Luisa Verdoliva et al.3,210 citations
  8. CCNet: Criss-Cross Attention for Semantic Segmentation ↗Zilong Huang, Xinggang Wang, Lichao Huang et al.2,852 citations
  9. Digging Into Self-Supervised Monocular Depth Estimation ↗Clément Godard, Oisin Mac Aodha, Michael Firman et al.2,469 citations
  10. YOLACT: Real-Time Instance Segmentation ↗Daniel Bolya, Chong Zhou, Fanyi Xiao et al.2,223 citations
  11. SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences ↗Jens Behley, Martin Garbade, Andres Milioto et al.2,222 citations
  12. TSM: Temporal Shift Module for Efficient Video Understanding ↗Ji Lin, Chuang Gan, Song Han2,055 citations
  13. Free-Form Image Inpainting With Gated Convolution ↗Jiahui Yu, Zhe Lin, Jimei Yang et al.1,928 citations
  14. Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection ↗Dong Gong, Lingqiao Liu, Vuong Le et al.1,797 citations
  15. Moment Matching for Multi-Source Domain Adaptation ↗Xingchao Peng, Qinxun Bai, Xide Xia et al.1,621 citations
  16. PANet: Few-Shot Image Semantic Segmentation With Prototype Alignment ↗Kaixin Wang, Jun Hao Liew, Yingtian Zou et al.1,500 citations
  17. Learning Discriminative Model Prediction for Tracking ↗Goutam Bhat, Martin Danelljan, Luc Van Gool et al.1,437 citations
  18. DeepGCNs: Can GCNs Go As Deep As CNNs? ↗Guohao Li, Matthias Muller, Ali Thabet et al.1,400 citations
  19. AMASS: Archive of Motion Capture As Surface Shapes ↗Naureen Mahmood, Nima Ghorbani, Nikolaus F. Troje et al.1,258 citations
  20. Deep Hough Voting for 3D Object Detection in Point Clouds ↗Charles R. Qi, Or Litany, Kaiming He et al.1,234 citations
  21. RepPoints: Point Set Representation for Object Detection ↗Ze Yang, Shaohui Liu, Han Hu et al.1,233 citations
  22. PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization ↗Shunsuke Saito, Zeng Huang, Ryota Natsume et al.1,228 citations
  23. Attention Augmented Convolutional Networks ↗Irwan Bello, Barret Zoph, Quoc Viet Le et al.1,205 citations
  24. EGNet: Edge Guidance Network for Salient Object Detection ↗Jiaxing Zhao, Jiangjiang Liu, Deng-Ping Fan et al.1,202 citations
  25. Habitat: A Platform for Embodied AI Research ↗Manolis Savva, Abhishek Kadian, Oleksandr Maksymets et al.1,184 citations
  26. VideoBERT: A Joint Model for Video and Language Representation LearningChen Sun, Austin Myers, Carl Vondrick et al.1,172 citations · our summary
  27. DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better ↗Orest Kupyn, Tetiana Martyniuk, Junru Wu et al.1,148 citations
  28. Deep Closest Point: Learning Representations for Point Cloud Registration ↗Yue Wang, Justin Solomon1,112 citations
  29. Scale-Aware Trident Networks for Object Detection ↗Yanghao Li, Yuntao Chen, Naiyan Wang et al.1,087 citations
  30. Similarity-Preserving Knowledge Distillation ↗Frederick Tung, Greg Mori1,079 citations
  31. Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? ↗Rameen Abdal, Yipeng Qin, Peter Wonka1,076 citations
  32. Rethinking ImageNet Pre-Training ↗Kaiming He, Ross Girshick, Piotr Dollár1,049 citations
  33. SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects ↗Xue Yang, Jirui Yang, Junchi Yan et al.1,044 citations
  34. GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing ↗Xiaohong Liu, Yongrui Ma, Zhihao Shi et al.1,043 citations
  35. Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop ↗Nikos Kolotouros, Georgios Pavlakos, Michael J. Black et al.1,039 citations
  36. Attention on Attention for Image Captioning ↗Lun Huang, Wenmin Wang, Jie Chen et al.1,005 citations
  37. Omni-Scale Feature Learning for Person Re-Identification ↗Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro et al.1,005 citations
  38. CARAFE: Content-Aware ReAssembly of FEatures ↗Jiaqi Wang, Kai Chen, Rui Xu et al.989 citations
  39. Symmetric Cross Entropy for Robust Learning With Noisy Labels ↗Yisen Wang, Xingjun Ma, Zaiyi Chen et al.982 citations
  40. Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation ↗Linfeng Zhang, Jiebo Song, Anni Gao et al.954 citations
  41. Tracking Without Bells and Whistles ↗Philipp Bergmann, Tim Meinhardt, Laura Leal-Taixé914 citations
  42. ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks ↗Xiaohan Ding, Yuchen Guo, Guiguang Ding et al.912 citations
  43. SinGAN: Learning a Generative Model From a Single Natural Image ↗Tamar Rott Shaham, Tali Dekel, Tomer Michaeli890 citations
  44. STD: Sparse-to-Dense 3D Object Detector for Point Cloud ↗Zetong Yang, Yanan Sun, Shu Liu et al.869 citations
  45. Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data ↗Mikaela Angelina Uy, Quang-Hieu Pham, Binh‐Son Hua et al.842 citations
  46. Gated-SCNN: Gated Shape CNNs for Semantic Segmentation ↗Towaki Takikawa, David Acuna, Varun Jampani et al.813 citations
  47. Confidence Regularized Self-Training ↗Yang Zou, Zhiding Yu, Xiaofeng Liu et al.811 citations
  48. Few-Shot Object Detection via Feature Reweighting ↗Bingyi Kang, Zhuang Liu, Xin Wang et al.799 citations
  49. Learning Lightweight Lane Detection CNNs by Self Attention Distillation ↗Yuenan Hou, Zheng Ma, Chunxiao Liu et al.780 citations
  50. Fully Convolutional Geometric Features ↗Christopher Choy, Jaesik Park, Vladlen Koltun759 citations
  51. S4L: Self-Supervised Semi-Supervised Learning ↗Xiaohua Zhai, Avital Oliver, Alexander Kolesnikov et al.750 citations
  52. Video Object Segmentation Using Space-Time Memory Networks ↗Seoung Wug Oh, Joon‐Young Lee, Ning Xu et al.745 citations
  53. Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution ↗Yunpeng Chen, Haoqi Fan, Bing Xu et al.736 citations
  54. Asymmetric Non-Local Neural Networks for Semantic Segmentation ↗Zhen Zhu, Meng Xu, Song Bai et al.721 citations
  55. Real Image Denoising With Feature Attention ↗Saeed Anwar, Nick M. Barnes719 citations
  56. Expectation-Maximization Attention Networks for Semantic Segmentation ↗Xia Li, Zhisheng Zhong, Jianlong Wu et al.704 citations
  57. Semi-Supervised Domain Adaptation via Minimax Entropy ↗Kuniaki Saito, Donghyun Kim, Stan Sclaroff et al.680 citations
  58. FSGAN: Subject Agnostic Face Swapping and Reenactment ↗Yuval Nirkin, Yosi Keller, Tal Hassner671 citations
  59. Objects365: A Large-Scale, High-Quality Dataset for Object Detection ↗Shuai Shao, Zeming Li, Tianyuan Zhang et al.669 citations
  60. Few-Shot Adversarial Learning of Realistic Neural Talking Head Models ↗Egor Zakharov, Aliaksandra Shysheya, Egor Burkov et al.667 citations
  61. BMN: Boundary-Matching Network for Temporal Action Proposal Generation ↗Tianwei Lin, Xiao Liu, Xin Li et al.666 citations
  62. Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation ↗Xin Chen, Lingxi Xie, Jun Hui Wu et al.666 citations
  63. STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction ↗Yingfan Huang, Huikun Bi, Zhaoxin Li et al.658 citations
  64. Everybody Dance Now ↗Caroline Chan, Shiry Ginosar, Tinghui Zhou et al.651 citations
  65. A Comprehensive Overhaul of Feature Distillation ↗Byeongho Heo, Jeesoo Kim, Sangdoo Yun et al.648 citations
  66. Few-Shot Unsupervised Image-to-Image Translation ↗Ming-Yu Liu, Xun Huang, Arun Mallya et al.646 citations
  67. Soft Rasterizer: A Differentiable Renderer for Image-Based 3D Reasoning ↗Shichen Liu, Weikai Chen, Tianye Li et al.641 citations
  68. Pose-Guided Feature Alignment for Occluded Person Re-Identification ↗Jiaxu Miao, Yu Wu, Ping Liu et al.638 citations
  69. On the Efficacy of Knowledge Distillation ↗Jang Hyun Cho, Bharath Hariharan637 citations
  70. Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network ↗Wenhai Wang, Enze Xie, Xiaoge Song et al.632 citations
  71. Video Classification With Channel-Separated Convolutional Networks ↗Du Tran, Heng Wang, Matt Feiszli et al.631 citations
  72. PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows ↗Guandao Yang, Xun Huang, Zekun Hao et al.630 citations
  73. Bayesian Loss for Crowd Count Estimation With Point Supervision ↗Zhiheng Ma, Xing Wei, Xiaopeng Hong et al.617 citations
  74. What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis ↗Jeonghun Baek, Geewook Kim, Junyeop Lee et al.617 citations
  75. Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning ↗Xiaopeng Yan, Ziliang Chen, Anni Xu et al.616 citations
  76. Visual Semantic Reasoning for Image-Text Matching ↗Kunpeng Li, Yulun Zhang, Kai Li et al.599 citations
  77. An Empirical Study of Spatial Attention Mechanisms in Deep Networks ↗Xizhou Zhu, Dazhi Cheng, Zheng Zhang et al.598 citations
  78. M3D-RPN: Monocular 3D Region Proposal Network for Object Detection ↗Garrick Brazil, Xiaoming Liu586 citations
  79. Toward Real-World Single Image Super-Resolution: A New Benchmark and a New Model ↗Jianrui Cai, Hui Zeng, Hongwei Yong et al.583 citations
  80. Generative Adversarial Networks for Extreme Learned Image Compression ↗Eirikur Agustsson, Michael Tschannen, Fabian Mentzer et al.575 citations
  81. 6-DOF GraspNet: Variational Grasp Generation for Object Manipulation ↗Arsalan Mousavian, Clemens Eppner, Dieter Fox571 citations
  82. Correlation Congruence for Knowledge Distillation ↗Baoyun Peng, Jin Jie Xiao, Dongsheng Li et al.570 citations
  83. Local Relation Networks for Image Recognition ↗Han Hu, Zheng Zhang, Zhenda Xie et al.570 citations
  84. MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning ↗Zechun Liu, Haoyuan Mu, Xiangyu Zhang et al.563 citations
  85. ABD-Net: Attentive but Diverse Person Re-Identification ↗Tianlong Chen, Shaojin Ding, Jingyi Xie et al.561 citations
  86. RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment ↗Guan’an Wang, Tianzhu Zhang, Jian Cheng et al.559 citations
  87. Graph Convolutional Networks for Temporal Action Localization ↗Runhao Zeng, Wenbing Huang, Chuang Gan et al.551 citations
  88. Variational Adversarial Active Learning ↗Samrath Sinha, Sayna Ebrahimi, Trevor Jackson Darrell548 citations
  89. Self-Similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-Identification ↗Yang Lie Fu, Yunchao Wei, Guanshuo Wang et al.545 citations
  90. Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks ↗Yujun Cai, Liuhao Ge, Jun Liu et al.519 citations
  91. Disentangling Monocular 3D Object Detection ↗Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi et al.517 citations
  92. Learning Trajectory Dependencies for Human Motion Prediction ↗Wei Mao, Miaomiao Liu, Mathieu Salzmann et al.512 citations
  93. Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation ↗Ruijia Xu, Guanbin Li, Jihan Yang et al.508 citations
  94. Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving ↗Jiwoong Choi, Dayoung Chun, Hyun Kim et al.503 citations
  95. DPOD: 6D Pose Object Detector and Refiner ↗Sergey Zakharov, Ivan Shugurov, Slobodan Ilić502 citations
  96. Depth-Induced Multi-Scale Recurrent Attention Network for Saliency Detection ↗Yongri Piao, Wei Ji, Jingjing Li et al.497 citations
  97. Enforcing Geometric Constraints of Virtual Normal for Depth Prediction ↗Wei Yin, Yifan Liu, Chunhua Shen et al.488 citations
  98. Miss Detection vs. False Alarm: Adversarial Learning for Small Object Segmentation in Infrared Images ↗Huan Wang, Luping Zhou, Lei Wang486 citations
  99. VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research ↗Xin Wang, Jiawei Wu, Junkun Chen et al.486 citations
  100. CDPN: Coordinates-Based Disentangled Pose Network for Real-Time RGB-Based 6-DoF Object Pose Estimation ↗Zhigang Li, Gu Wang, Xiangyang Ji485 citations

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