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ICCV 2019: all accepted papers

1,082 papers · page 2 of 11 · the most cited first · ← ICCV 2019

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  1. Data-Free Quantization Through Weight Equalization and Bias Correction ↗Markus Nagel, Mart van Baalen, Tijmen Blankevoort et al.478 citations
  2. PU-GAN: A Point Cloud Upsampling Adversarial Network ↗Ruihui Li, Xianzhi Li, Chi‐Wing Fu et al.476 citations
  3. HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision ↗Zhen Dong, Zhewei Yao, Amir Gholami et al.474 citations
  4. STM: SpatioTemporal and Motion Encoding for Action Recognition ↗Boyuan Jiang, Mengmeng Wang, Weihao Gan et al.473 citations
  5. Gaze360: Physically Unconstrained Gaze Estimation in the Wild ↗Petr Kellnhofer, Adrià Recasens, Simon Stent et al.470 citations
  6. Video Instance Segmentation ↗Linjie Yang, Yuchen Fan, Ning Xu470 citations
  7. The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs ↗Boris Ivanovic, Marco Pavone467 citations
  8. Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks ↗Ruihao Gong, Xianglong Liu, Shenghu Jiang et al.466 citations
  9. PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction ↗Amir Rasouli, Iuliia Kotseruba, Toni Kunić et al.460 citations
  10. Anomaly Detection in Video Sequence With Appearance-Motion Correspondence ↗Trong-Nguyen Nguyen, Jean Meunier459 citations
  11. Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation ↗Kiru Park, Timothy Patten, Markus Vincze455 citations
  12. Stacked Cross Refinement Network for Edge-Aware Salient Object Detection ↗Zhe Wu, Li Su, Qingming Huang448 citations
  13. FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images ↗Christian Zimmermann, Duygu Ceylan, Jimei Yang et al.445 citations
  14. Mesh R-CNN ↗Georgia Gkioxari, Justin M. Johnson, Jitendra Malik441 citations
  15. Multi-Garment Net: Learning to Dress 3D People From Images ↗Bharat Lal Bhatnagar, Garvita Tiwari, Christian Theobalt et al.439 citations
  16. Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints ↗Ning Yu, Larry Steven Davis, Mario Fritz437 citations
  17. Episodic Training for Domain Generalization ↗Da Li, Jianshu Zhang, Yongxin Yang et al.435 citations
  18. Learning the Model Update for Siamese Trackers ↗Lichao Zhang, Abel González-García, Joost van de Weijer et al.432 citations
  19. Clustered Object Detection in Aerial Images ↗Fan Yang, Heng Fan, Peng Chu et al.425 citations
  20. Local Aggregation for Unsupervised Learning of Visual Embeddings ↗Chengxu Zhuang, Alex Zhai, Daniel L. K. Yamins417 citations
  21. Mixed High-Order Attention Network for Person Re-Identification ↗Binghui Chen, Weihong Deng, Jiani Hu415 citations
  22. Learnable Triangulation of Human Pose ↗Karim Iskakov, Egor Burkov, Victor Lempitsky et al.414 citations
  23. Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking ↗Ziyuan Huang, Changhong Fu, Yiming Li et al.414 citations
  24. A Fast and Accurate One-Stage Approach to Visual Grounding ↗Zhengyuan Yang, Boqing Gong, Liwei Wang et al.410 citations
  25. Boosting Few-Shot Visual Learning With Self-Supervision ↗Spyros Gidaris, Andrei Bursuc, Nikos Komodakis A et al.409 citations
  26. ShellNet: Efficient Point Cloud Convolutional Neural Networks Using Concentric Shells Statistics ↗Zhiyuan Zhang, Binh‐Son Hua, Sai-Kit Yeung409 citations
  27. RankSRGAN: Generative Adversarial Networks With Ranker for Image Super-Resolution ↗Wenlong Zhang, Yihao Liu, Chao Dong et al.405 citations
  28. Fast Point R-CNN ↗Yilun Chen, Shu Liu, Xiaoyong Shen et al.402 citations
  29. SoftTriple Loss: Deep Metric Learning Without Triplet Sampling ↗Qi Qian, Lei Shang, Baigui Sun et al.402 citations
  30. Learning With Average Precision: Training Image Retrieval With a Listwise Loss ↗Jérôme Revaud, Jon Almazán, Rafael Sampaio de Rezende et al.397 citations
  31. StructureFlow: Image Inpainting via Structure-Aware Appearance Flow ↗Yurui Ren, Xiaoming Yu, Ruonan Zhang et al.396 citations
  32. Photorealistic Style Transfer via Wavelet Transforms ↗Jaejun Yoo, Youngjung Uh, Sanghyuk Chun et al.388 citations
  33. Coherent Semantic Attention for Image Inpainting ↗Hongyu Liu, Bin Jiang, Yi Xiao et al.383 citations
  34. TensorMask: A Foundation for Dense Object Segmentation ↗Xinlei Chen, Ross Girshick, Kaiming He et al.382 citations
  35. Feature Weighting and Boosting for Few-Shot Segmentation ↗Khoi Nguyen, Siniša Todorović380 citations
  36. Relation-Aware Graph Attention Network for Visual Question Answering ↗Linjie Li, Zhe Gan, Yu Cheng et al.379 citations
  37. Depth From Videos in the Wild: Unsupervised Monocular Depth Learning From Unknown Cameras ↗A. Gordon, Hanhan Li, Rico Jonschkowski et al.377 citations
  38. Entangled Transformer for Image Captioning ↗Guang Li, Linchao Zhu, Ping Liu et al.375 citations
  39. Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data ↗Xiangyu Yue, Yang Zhang, Sicheng Zhao et al.374 citations
  40. Point-Based Multi-View Stereo Network ↗Rui Chen, Songfang Han, Jing Lin Xu et al.369 citations
  41. DeepHuman: 3D Human Reconstruction From a Single Image ↗Zerong Zheng, Tao Yu, Yixuan Wei et al.368 citations
  42. Multi-Adversarial Faster-RCNN for Unrestricted Object Detection ↗Zhenwei He, Lei Zhang368 citations
  43. Universally Slimmable Networks and Improved Training Techniques ↗Jiahui Yu, Thomas S. Huang361 citations
  44. CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval ↗Zihao Wang, Xihui Liu, Hongsheng Li et al.359 citations
  45. SRM: A Style-Based Recalibration Module for Convolutional Neural Networks ↗Hyunjae Lee, Hyoeun Kim, Hyeonseob Nam351 citations
  46. Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations ↗Tianlu Wang, Jieyu Zhao, Mark Yatskar et al.347 citations
  47. Data-Free Learning of Student Networks ↗Hanting Chen, Yunhe Wang, Chang Xu et al.346 citations
  48. Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation ↗Chi Zhang, Guosheng Lin, Fayao Liu et al.346 citations
  49. 3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera ↗Iro Armeni, Zhi-Yang He, Amir Zamir et al.345 citations
  50. PRECOG: PREdiction Conditioned on Goals in Visual Multi-Agent Settings ↗Nicholas Rhinehart, Rowan McAllister, Kris Kitani et al.345 citations
  51. Camera Distance-Aware Top-Down Approach for 3D Multi-Person Pose Estimation From a Single RGB Image ↗Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee344 citations
  52. Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network ↗Mei Wang, Weihong Deng, Jiani Hu et al.344 citations
  53. Learning Two-View Correspondences and Geometry Using Order-Aware Network ↗Jiahui Zhang, Dawei Sun, Zixin Luo et al.343 citations
  54. Meta-Learning to Detect Rare Objects ↗Yu-Xiong Wang, Deva Ramanan, Martial Hebert343 citations
  55. Deep Joint-Semantics Reconstructing Hashing for Large-Scale Unsupervised Cross-Modal Retrieval ↗Shupeng Su, Zhisheng Zhong, Chao Zhang342 citations
  56. Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement ↗Zitong Yu, Wei Peng, Xiaobai Li et al.340 citations
  57. HoloGAN: Unsupervised Learning of 3D Representations From Natural Images ↗Thu Nguyen-Phuoc, Chuan Li, Lucas Theis et al.337 citations
  58. Exploring Randomly Wired Neural Networks for Image Recognition ↗Saining Xie, Alexander Kirillov, Ross Girshick et al.335 citations
  59. Probabilistic Face Embeddings ↗Yichun Shi, Anil Kumar Jain335 citations
  60. GradNet: Gradient-Guided Network for Visual Object Tracking ↗Peixia Li, Boyu Chen, Wanli Ouyang et al.334 citations
  61. Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition ↗Tianshui Chen, Muxin Xu, Xiaolu Hui et al.332 citations
  62. Tex2Shape: Detailed Full Human Body Geometry From a Single Image ↗Thiemo Alldieck, Gerard Pons‐Moll, Christian Theobalt et al.332 citations
  63. SC-FEGAN: Face Editing Generative Adversarial Network With User’s Sketch and Color ↗Youngjoo Jo, Jongyoul Park331 citations
  64. Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving ↗Xinzhu Ma, Zhihui Wang, Haojie Li et al.330 citations
  65. Scaling and Benchmarking Self-Supervised Visual Representation Learning ↗Priya Goyal, Dhruv Kumar Mahajan, Abhinav Gupta et al.330 citations
  66. Human-Aware Motion Deblurring ↗Ziyi Shen, Wenguan Wang, Xiankai Lu et al.325 citations
  67. LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis ↗Zhe Liu, Shunbo Zhou, Chuanzhe Suo et al.325 citations
  68. HarDNet: A Low Memory Traffic Network ↗Ping Chao, Chao-Yang Kao, Yu-Shan Ruan et al.324 citations
  69. Domain Adaptation for Structured Output via Discriminative Patch Representations ↗Yi–Hsuan Tsai, Kihyuk Sohn, Samuel Schulter et al.323 citations
  70. Learning Shape Templates With Structured Implicit Functions ↗Kyle Genova, Forrester Cole, Daniel Vlasic et al.323 citations
  71. DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch ↗Shivam Duggal, Shenlong Wang, Wei-Chiu Ma et al.317 citations
  72. ACFNet: Attentional Class Feature Network for Semantic Segmentation ↗Fan Zhang, Yanqin Chen, Zhihang Li et al.315 citations
  73. Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression ↗Xinyao Wang, Liefeng Bo, Fuxin Li313 citations
  74. Deep Self-Learning From Noisy Labels ↗Jiangfan Han, Ping Luo, Xiaogang Wang313 citations
  75. nocaps: novel object captioning at scale ↗Harsh Agrawal, Karan Desai, Yufei Wang et al.312 citations
  76. Domain Adaptation for Semantic Segmentation With Maximum Squares Loss ↗Minghao Chen, Hongyang Xue, Deng Cai308 citations
  77. DeepVCP: An End-to-End Deep Neural Network for Point Cloud Registration ↗Weixin Lu, Guowei Wan, Yao Zhou et al.307 citations
  78. Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images ↗Haozhe Xie, Hongxun Yao, Xiaoshuai Sun et al.306 citations
  79. VV-Net: Voxel VAE Net With Group Convolutions for Point Cloud Segmentation ↗Hsien-Yu Meng, Lin Gao, Yu‐Kun Lai et al.306 citations
  80. AutoGAN: Neural Architecture Search for Generative Adversarial Networks ↗Xinyu Gong, Shiyu Chang, Yifan Jiang et al.305 citations
  81. NLNL: Negative Learning for Noisy Labels ↗Young‐Dong Kim, Junho Yim, Juseung Yun et al.305 citations
  82. Learning to Discover Novel Visual Categories via Deep Transfer Clustering ↗Kai Han, Andrea Vedaldi, Andrew Zisserman303 citations
  83. Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks ↗Wenguan Wang, Xiankai Lu, Jianbing Shen et al.303 citations
  84. IL2M: Class Incremental Learning With Dual Memory ↗Eden Belouadah, Adrian Popescu300 citations
  85. Recursive Cascaded Networks for Unsupervised Medical Image Registration ↗Shengyu Zhao, Yue Dong, Eric Chang et al.300 citations
  86. WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving ↗Senthil Kumar Yogamani, Ciarán Eising, Jonathan Horgan et al.300 citations
  87. Scene Text Visual Question Answering ↗Ali Furkan Biten, Rubèn Tito, Andrés Mafla et al.293 citations
  88. Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations ↗Peng Yi, Zhongyuan Wang, Kui Jiang et al.291 citations
  89. Crowd Counting With Deep Structured Scale Integration Network ↗Lingbo Liu, Zhilin Qiu, Guanbin Li et al.290 citations
  90. Context-Aware Emotion Recognition Networks ↗Jiyoung Lee, Seungryong Kim, Sunok Kim et al.289 citations
  91. DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing ↗Yongcheng Liu, Bin Fan, Gaofeng Meng et al.288 citations
  92. Learning to Assemble Neural Module Tree Networks for Visual Grounding ↗Daqing Liu, Hanwang Zhang, Zheng-Jun Zha et al.287 citations
  93. Dynamic Multi-Scale Filters for Semantic Segmentation ↗Junjun He, Zhongying Deng, Yu Qiao286 citations
  94. Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification ↗Ruijie Quan, Xuanyi Dong, Yu Wu et al.285 citations
  95. GANalyze: Toward Visual Definitions of Cognitive Image Properties ↗Lore Goetschalckx, Alex Andonian, Aude Oliva et al.283 citations
  96. Image Inpainting With Learnable Bidirectional Attention Maps ↗Chaohao Xie, Shaohui Liu, Chao Li et al.282 citations
  97. Seeing Motion in the Dark ↗Chen Chen, Qifeng Chen, Minh N. Do et al.282 citations
  98. Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation ↗Christos Sakaridis, Dengxin Dai, Luc Van Gool281 citations
  99. Cross-X Learning for Fine-Grained Visual Categorization ↗Wei Luo, Xitong Yang, Xianjie Mo et al.278 citations
  100. Selective Sparse Sampling for Fine-Grained Image Recognition ↗Yao Ding, Yanzhao Zhou, Yi Zhu et al.278 citations

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