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ICCV 2019: all accepted papers

1,082 papers · page 5 of 11 · the most cited first · ← ICCV 2019

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  1. InGAN: Capturing and Retargeting the “DNA” of a Natural Image ↗Assaf Shocher, Shai Bagon, Phillip Isola et al.148 citations
  2. Neural Inverse Rendering of an Indoor Scene From a Single Image ↗Soumyadip Sengupta, Jinwei Gu, Kihwan Kim et al.148 citations
  3. See-Through-Text Grouping for Referring Image Segmentation ↗Ding-Jie Chen, Songhao Jia, Yi-Chen Lo et al.148 citations
  4. Deep Residual Learning in the JPEG Transform Domain ↗Max Ehrlich, Larry Steven Davis146 citations
  5. Learning to See Moving Objects in the Dark ↗Haiyang Jiang, Yinqiang Zheng146 citations
  6. Live Face De-Identification in Video ↗Oran Gafni, Lior Wolf, Yaniv Taigman146 citations
  7. Relation Parsing Neural Network for Human-Object Interaction Detection ↗Penghao Zhou, Mingmin Chi145 citations
  8. Towards Adversarially Robust Object Detection ↗Haichao Zhang, Jianyu Wang145 citations
  9. Action Assessment by Joint Relation Graphs ↗Jiahui Pan, Jibin Gao, Wei‐Shi Zheng144 citations
  10. Copy-and-Paste Networks for Deep Video Inpainting ↗Sung-Ho Lee, Seoung Wug Oh, DaeYeun Won et al.144 citations
  11. Grounded Human-Object Interaction Hotspots From Video ↗Tushar Nagarajan, Christoph Feichtenhofer, Kristen Grauman144 citations
  12. Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization ↗Chufeng Tang, Lu Sheng, Zhaoxiang Zhang et al.144 citations
  13. LayoutVAE: Stochastic Scene Layout Generation From a Label Set ↗Akash Abdu Jyothi, Thibaut Durand, Jiawei He et al.144 citations
  14. Adaptive Context Network for Scene Parsing ↗Jun Fu, Jing Liu, Yuhang Wang et al.143 citations
  15. Deep Learning for Seeing Through Window With Raindrops ↗Yuhui Quan, Shijie Deng, Yixin Chen et al.143 citations
  16. Presence-Only Geographical Priors for Fine-Grained Image Classification ↗Oisin Mac Aodha, Elijah Cole, Pietro Perona143 citations
  17. RIO: 3D Object Instance Re-Localization in Changing Indoor Environments ↗Johanna Wald, Armen Avetisyan, Nassir Navab et al.143 citations
  18. Robust Person Re-Identification by Modelling Feature Uncertainty ↗Tianyuan Yu, Da Li, Yongxin Yang et al.142 citations
  19. CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization ↗Mingyu Ding, Zhe Wang, Jiankai Sun et al.141 citations
  20. HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images ↗Lyndon Chan, Mahdi S. Hosseini, Corwyn H. Rowsell et al.141 citations
  21. Learning Compositional Neural Information Fusion for Human Parsing ↗Wenguan Wang, Zhijie Zhang, Siyuan Qi et al.141 citations
  22. No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques ↗Tanmay Gupta, Alexander Gerhard Schwing, Derek Hoiem141 citations
  23. Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ↗Ruihuang Li, Changqing Zhang, Huazhu Fu et al.140 citations
  24. Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective ↗Kai Li, Martin Renqiang Min, Yun Fu139 citations
  25. Scalable Verified Training for Provably Robust Image Classification ↗Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al.139 citations
  26. Deep Contextual Attention for Human-Object Interaction Detection ↗Tiancai Wang, Rao Muhammad Anwer, Muhammad Haris Khan et al.138 citations
  27. Deep Multi-Model Fusion for Single-Image Dehazing ↗Zijun Deng, Lei Zhu, Xiaowei Hu et al.138 citations
  28. Deep Parametric Indoor Lighting Estimation ↗Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli et al.138 citations
  29. Improved Techniques for Training Adaptive Deep Networks ↗Hao Li, Hong Zhang, Xiaojuan Qi et al.138 citations
  30. Making the Invisible Visible: Action Recognition Through Walls and Occlusions ↗Tianhong Li, Lijie Fan, Mingmin Zhao et al.138 citations
  31. Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition ↗Wenhao Wu, Dongliang He, Xiao Tan et al.138 citations
  32. AutoFocus: Efficient Multi-Scale Inference ↗Mahyar Najibi, Bharat Singh, Larry Steven Davis137 citations
  33. Embedded Block Residual Network: A Recursive Restoration Model for Single-Image Super-Resolution ↗Yajun Qiu, Ruxin Wang, Dapeng Tao et al.137 citations
  34. Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation ↗Wataru Shimoda, ‪Keiji Yanai‬137 citations
  35. Active Learning for Deep Detection Neural Networks ↗Hamed Habibi Aghdam, Abel González-García, Antonio Manuel López et al.135 citations
  36. Detecting Photoshopped Faces by Scripting Photoshop ↗Sheng-Yu Wang, Oliver Wang, Richard Zhang et al.135 citations
  37. Improved Conditional VRNNs for Video Prediction ↗Lluís Castrejón, Nicolas Ballas, Aaron C. Courville134 citations
  38. SPGNet: Semantic Prediction Guidance for Scene Parsing ↗Bowen Cheng, Liang-Chieh Chen, Yunchao Wei et al.134 citations
  39. Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images “In the Wild” ↗Silvia Zuffi, Angjoo Kanazawa, Tanya Y. Berger-Wolf et al.134 citations
  40. Transferability and Hardness of Supervised Classification Tasks ↗Anh Tuan Tran, Cuong V. Nguyen, Tal Hassner134 citations
  41. Adversarial Robustness vs. Model Compression, or Both? ↗Shaokai Ye, Kaidi Xu, Sijia Liu et al.133 citations
  42. Convolutional Sequence Generation for Skeleton-Based Action Synthesis ↗Sijie Yan, Zhizhong Li, Yuanjun Xiong et al.133 citations
  43. Towards Precise End-to-End Weakly Supervised Object Detection Network ↗Ke Yang, Dongsheng Li, Yong Dou133 citations
  44. Towards Unconstrained End-to-End Text Spotting ↗Siyang Qin, Alessandro Bissacco, Michalis Raptis et al.133 citations
  45. Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy ↗Qing Yu, Kiyoharu Aizawa133 citations
  46. COCO-GAN: Generation by Parts via Conditional Coordinating ↗Chieh Hubert Lin, Chia-Che Chang, Yu‐Sheng Chen et al.132 citations
  47. Semantic Stereo Matching With Pyramid Cost Volumes ↗Zhenyao Wu, Xinyi Wu, Xiao-Ping Steven Zhang et al.132 citations
  48. Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning ↗Lifeng Fan, Wenguan Wang, Song Chun Zhu et al.132 citations
  49. Semi-Supervised Video Salient Object Detection Using Pseudo-Labels ↗Pengxiang Yan, Guanbin Li, Yuan Xie et al.131 citations
  50. Through-Wall Human Mesh Recovery Using Radio Signals ↗Mingmin Zhao, Yingcheng Liu, Aniruddh Raghu et al.131 citations
  51. HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation ↗Kun Zhou, Xiaoguang Han, Nianjuan Jiang et al.130 citations
  52. Learning Deep Priors for Image Dehazing ↗Yang Liu, Jinshan Pan, Jimmy Ren et al.130 citations
  53. Exploiting Temporal Consistency for Real-Time Video Depth Estimation ↗Haokui Zhang, Ying Li, Yuanzhouhan Cao et al.129 citations
  54. Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks ↗Aamir Mustafa, Salman Hameed Khan, Munawar Hayat et al.128 citations
  55. Generative Multi-View Human Action Recognition ↗Lichen Wang, Zhengming Ding, Zhiqiang Tao et al.128 citations
  56. Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation ↗Janis Postels, Francesco Ferroni, Huseyin Coskun et al.128 citations
  57. Unsupervised Person Re-Identification by Camera-Aware Similarity Consistency Learning ↗Ancong Wu, Wei‐Shi Zheng, Jianhuang Lai128 citations
  58. Deep Blind Hyperspectral Image Fusion ↗Wu Wang, Weihong Zeng, Yue Huang et al.127 citations
  59. PARN: Position-Aware Relation Networks for Few-Shot Learning ↗Ziyang Wu, Yuwei Li, Lihua Guo et al.127 citations
  60. Second-Order Non-Local Attention Networks for Person Re-Identification ↗Bryan Bryan, Yuan Gong, Yizhe Zhang et al.127 citations
  61. Towards Bridging Semantic Gap to Improve Semantic Segmentation ↗Yanwei Pang, Yazhao Li, Jianbing Shen et al.127 citations
  62. Expert Sample Consensus Applied to Camera Re-Localization ↗Eric Brachmann, Carsten Rother126 citations
  63. Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds From Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction ↗Zhizhong Han, Xiyang Wang, Yu-Shen Liu et al.126 citations
  64. Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval ↗Qing Liu, Lingxi Xie, Huiyu Wang et al.126 citations
  65. Attentional Neural Fields for Crowd Counting ↗Anran Zhang, Lei Yue, Jiayi Shen et al.125 citations
  66. Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification ↗Arulkumar Subramaniam, Athira Nambiar, Anurag Mittal125 citations
  67. Deep Floor Plan Recognition Using a Multi-Task Network With Room-Boundary-Guided Attention ↗Zhiliang Zeng, Xianzhi Li, Ying Yu et al.125 citations
  68. Unsupervised Domain Adaptation via Regularized Conditional Alignment ↗Safa Cicek, Stefano Soatto125 citations
  69. Physics-Based Rendering for Improving Robustness to Rain ↗Shirsendu Sukanta Halder, Jean‐François Lalonde, Raoul de Charette124 citations
  70. Image Synthesis From Reconfigurable Layout and Style ↗Wei Sun, Tianfu Wu123 citations
  71. LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup ↗Qiao Lun Gu, Guanzhi Wang, Mang Tik Chiu et al.123 citations
  72. xR-EgoPose: Egocentric 3D Human Pose From an HMD Camera ↗Denis Tomè, Patrick Peluse, Lourdes Agapito et al.122 citations
  73. BAE-NET: Branched Autoencoder for Shape Co-Segmentation ↗Zhiqin Chen, Kangxue Yin, Matthew Fisher et al.120 citations
  74. Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition ↗Rui Zhao, Kang Wang, Hui Su et al.120 citations
  75. DSConv: Efficient Convolution Operator ↗Marcelo Gennari do Nascimento, Victor Adrian Prisacariu, Roger Fawcett120 citations
  76. Learning Single Camera Depth Estimation Using Dual-Pixels ↗Rahul Dev Garg, Neal Wadhwa, Sameer Ansari et al.120 citations
  77. ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors ↗Weicheng Kuo, Anelia Angelova, Jitendra Malik et al.120 citations
  78. Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss ↗Hyun‐Su Kim, Ho Young Jhoo, Eunhyeok Park et al.120 citations
  79. Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ↗Ziyi Liu, Le Wang, Qilin Zhang et al.120 citations
  80. Co-Mining: Deep Face Recognition With Noisy Labels ↗Xiaobo Wang, Shuo Wang, Hailin Shi et al.119 citations
  81. Disentangled Image Matting ↗Shaofan Cai, Xiaoshuai Zhang, Haoqiang Fan et al.119 citations
  82. Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense ↗Yixin Chen, Siyuan Huang, Tao Yuan et al.119 citations
  83. JPEG Artifacts Reduction via Deep Convolutional Sparse Coding ↗Xueyang Fu, Zheng-Jun Zha, Feng Wu et al.119 citations
  84. SegSort: Segmentation by Discriminative Sorting of Segments ↗Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi et al.119 citations
  85. Unsupervised Graph Association for Person Re-Identification ↗Jinlin Wu, Hao Liu, Yang Yang et al.119 citations
  86. Discriminative Feature Learning With Consistent Attention Regularization for Person Re-Identification ↗Sanping Zhou, Fei Wang, Zeyi Huang et al.118 citations
  87. Learning Compositional Representations for Few-Shot Recognition ↗Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert118 citations
  88. Distilling Knowledge From a Deep Pose Regressor Network ↗Muhamad Risqi U. Saputra, Pedro Porto Buarque de Gusmão, Yasin Almalıoğlu et al.117 citations
  89. Recurrent U-Net for Resource-Constrained Segmentation ↗Wei Wang, Kaicheng Yu, Joachim Hugonot et al.117 citations
  90. SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification ↗Yan Huang, Qiang Wu, Jingsong Xu et al.117 citations
  91. Universal Perturbation Attack Against Image Retrieval ↗Jie Li, Rongrong Ji, Hong Liu et al.117 citations
  92. Detecting Unseen Visual Relations Using Analogies ↗Julia Peyre, Josef Šivic, Ivan Laptev A et al.116 citations
  93. Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation ↗Arnab Ghosh, Richard Zhang, Puneet K. Dokania et al.116 citations
  94. What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance ↗Mahmoud Afifi, Michael S. Brown116 citations
  95. A Learned Representation for Scalable Vector Graphics ↗Raphael Gontijo Lopes, David Ha, Douglas Eck et al.115 citations
  96. Anchor Diffusion for Unsupervised Video Object Segmentation ↗Zhao Yang, Qiang Wang, Luca Bertinetto et al.115 citations
  97. Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data ↗Fabian Manhardt, Diego Martìn Arroyo, Christian Rupprecht et al.115 citations
  98. Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification ↗Lingxiao He, Yinggang Wang, Wu Liu et al.115 citations
  99. Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation ↗Yu Zeng, Yunzhi Zhuge, Huchuan Lu et al.115 citations
  100. Learning Rich Features at High-Speed for Single-Shot Object Detection ↗Tiancai Wang, Rao Muhammad Anwer, Hisham Cholakkal et al.115 citations

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