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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018: all accepted papers

981 papers · page 1 of 10 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018

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  1. Squeeze-and-Excitation Networks ↗Jie Hu, Li Shen, Gang Zheng Sun30,519 citations
  2. MobileNetV2: Inverted Residuals and Linear Bottlenecks ↗Mark Sandler, Andrew Howard, Menglong Zhu et al.27,247 citations
  3. The Unreasonable Effectiveness of Deep Features as a Perceptual Metric ↗Richard Zhang, Phillip Isola, Alexei A. Efros et al.14,045 citations
  4. Non-local Neural Networks ↗Xiaolong Wang, Ross Girshick, Abhinav Gupta et al.10,954 citations
  5. ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices ↗Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin et al.9,452 citations
  6. Path Aggregation Network for Instance Segmentation ↗Shu Liu, Lu Qi, Haifang Qin et al.9,321 citations
  7. Cascade R-CNN: Delving Into High Quality Object Detection ↗Zhaowei Cai, Nuno M. Vasconcelos6,958 citations
  8. Learning Transferable Architectures for Scalable Image RecognitionBarret Zoph, Vijay Vasudevan, Jonathon Shlens et al.6,249 citations · our summary
  9. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering ↗Peter Anderson, Xiaodong He, Chris Buehler et al.4,948 citations
  10. VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection ↗Yin Zhou, Oncel Tuzel4,656 citations
  11. High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs ↗Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu et al.4,332 citations
  12. Residual Dense Network for Image Super-Resolution ↗Yulun Zhang, Yapeng Tian, Yu Kong et al.4,168 citations
  13. StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation ↗Yunjey Choi, Minje Choi, Munyoung Kim et al.4,004 citations
  14. Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference ↗Benoit Jacob, Skirmantas Kligys, Bo Chen et al.3,946 citations
  15. A Closer Look at Spatiotemporal Convolutions for Action Recognition ↗Du Tran, Heng Wang, Lorenzo Torresani et al.3,516 citations
  16. Unsupervised Feature Learning via Non-parametric Instance Discrimination ↗Zhirong Wu, Yuanjun Xiong, Stella X. Yu et al.3,479 citations
  17. DOTA: A Large-Scale Dataset for Object Detection in Aerial Images ↗Gui-Song Xia, Xiang Bai, Jian Ding et al.3,272 citations
  18. Multi-task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics ↗Roberto Cipolla, Yarin Gal, Alex Kendall3,151 citations
  19. Boosting Adversarial Attacks with Momentum ↗Yinpeng Dong, Fangzhou Liao, Tianyu Pang et al.2,956 citations
  20. CosFace: Large Margin Cosine Loss for Deep Face Recognition ↗Hao Wang, Yitong Wang, Zheng Zhou et al.2,919 citations
  21. High Performance Visual Tracking with Siamese Region Proposal Network ↗Bo Hu Li, Junjie Yan, Wei Wu et al.2,903 citations
  22. PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume ↗Deqing Sun, Xiaodong Yang, Ming-Yu Liu et al.2,648 citations
  23. Frustum PointNets for 3D Object Detection from RGB-D Data ↗Charles R. Qi, Wei Liu, Chenxia Wu et al.2,638 citations
  24. Generative Image Inpainting with Contextual Attention ↗Jiahui Yu, Zhe Lin, Jimei Yang et al.2,527 citations
  25. Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks ↗Agrim Gupta, Justin M. Johnson, Li Fei-Fei et al.2,377 citations
  26. Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? ↗Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh2,205 citations
  27. Maximum Classifier Discrepancy for Unsupervised Domain Adaptation ↗Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku et al.2,161 citations
  28. Real-World Anomaly Detection in Surveillance Videos ↗Waqas Sultani, Chen Chen, Mubarak A. Shah2,140 citations
  29. Robust Physical-World Attacks on Deep Learning Visual Classification ↗Kevin Eykholt, Ivan Evtimov, Earlence Fernandes et al.2,091 citations
  30. Person Transfer GAN to Bridge Domain Gap for Person Re-identification ↗Longhui Wei, Shiliang Steven Zhang, Wen Gao et al.2,004 citations
  31. Deep Ordinal Regression Network for Monocular Depth Estimation ↗Huan Fu, Mingming Gong, Chaohui Wang et al.1,925 citations
  32. Deep Image Prior ↗Victor Lempitsky, Andrea Vedaldi, Dmitry Ulyanov1,916 citations
  33. AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks ↗Tao Xu, Pengchuan Zhang, Qiuyuan Huang et al.1,875 citations
  34. End-to-End Recovery of Human Shape and Pose ↗Angjoo Kanazawa, Michael J. Black, David W. Jacobs et al.1,870 citations
  35. Pyramid Stereo Matching Network ↗Jia-Ren Chang, Yong‐Sheng Chen1,807 citations
  36. Cascaded Pyramid Network for Multi-person Pose Estimation ↗Yilun Chen, Zhicheng Wang, Yuxiang Peng et al.1,799 citations
  37. 3D Semantic Segmentation with Submanifold Sparse Convolutional Networks ↗Benjamin Graham, Martin Engelcke, Laurens van der Maaten1,775 citations
  38. Deep Mutual Learning ↗Ying Zhang, Tao Xiang, Timothy M. Hospedales et al.1,752 citations
  39. DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks ↗Orest Kupyn, Volodymyr Budzan, Mykola Mykhailych et al.1,706 citations
  40. CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes ↗Yuhong Li, Xiaofan Zhang, Deming Chen1,698 citations
  41. Learning to Adapt Structured Output Space for Semantic Segmentation ↗Yi–Hsuan Tsai, Wei-Chih Hung, Samuel Schulter et al.1,667 citations
  42. Single-Shot Refinement Neural Network for Object Detection ↗Shifeng Zhang, Longyin Wen, Xiao Bian et al.1,627 citations
  43. Deep Back-Projection Networks for Super-Resolution ↗Muhammad Haris, Gregory Shakhnarovich, Norimichi Ukita1,599 citations
  44. DenseASPP for Semantic Segmentation in Street Scenes ↗Maoke Yang, Kun Yu, Chi Zhang et al.1,581 citations
  45. Domain Adaptive Faster R-CNN for Object Detection in the Wild ↗Yuhua Chen, Wen Li, Christos Sakaridis et al.1,581 citations
  46. Future Frame Prediction for Anomaly Detection - A New Baseline ↗Wen Liu, Weixin Luo, Dongze Lian et al.1,530 citations
  47. Deep Layer Aggregation ↗Fisher Yu, Dequan Wang, Evan Shelhamer et al.1,516 citations
  48. Large-Scale Point Cloud Semantic Segmentation with Superpoint Graphs ↗Loïc Landrieu, Martin Simonovsky1,478 citations
  49. Context Encoding for Semantic Segmentation ↗Hang Zhang, Kristin Dana, Jianping Shi et al.1,464 citations
  50. Relation Networks for Object Detection ↗Han Hu, Jiayuan Gu, Zheng Zhang et al.1,464 citations
  51. Harmonious Attention Network for Person Re-identification ↗Wei Li, Xiatian Zhu, Shaogang Gong1,449 citations
  52. The iNaturalist Species Classification and Detection Dataset ↗Grant Van Horn, Oisin Mac Aodha, Yang Song et al.1,445 citations
  53. Learning to See in the Dark ↗Chen Chen, Qifeng Chen, Xu Jia et al.1,376 citations
  54. Scale-Recurrent Network for Deep Image Deblurring ↗Xin Tao, Hongyun Gao, Xiaoyong Shen et al.1,316 citations
  55. FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation ↗Yaoqing Lamar Yang, Chen Feng, Yiru Shen et al.1,313 citations
  56. ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing ↗Jian Zhang, Bernard Ghanem1,309 citations
  57. COCO-Stuff: Thing and Stuff Classes in Context ↗Holger Caesar, Jasper Uijlings, Vittorio Ferrari1,277 citations
  58. GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose ↗Zhichao Yin, Jianping Shi1,256 citations
  59. PIXOR: Real-time 3D Object Detection from Point Clouds ↗Bin Yang, Wenjie Luo, Raquel Urtasun1,248 citations
  60. Densely Connected Pyramid Dehazing Network ↗He Zhang, Vishal M. Patel1,223 citations
  61. Domain Generalization with Adversarial Feature Learning ↗Haoliang Li, Sinno Jialin Pan, Shiqi Wang et al.1,213 citations
  62. PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning ↗Arun Mallya, Svetlana Lazebnik1,209 citations
  63. Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform ↗Xintao Wang, Ke Yu, Chao Dong et al.1,170 citations
  64. Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real EnvironmentsPeter Anderson, Qi Wu, Damien Teney et al.1,156 citations · our summary
  65. MegaDepth: Learning Single-View Depth Prediction from Internet Photos ↗Zhengqi Li, Noah Snavely1,135 citations
  66. Learning a Single Convolutional Super-Resolution Network for Multiple Degradations ↗Kai Zhang, Wangmeng Zuo, Lei Zhang1,124 citations
  67. Taskonomy: Disentangling Task Transfer Learning ↗Amir Zamir, Alexander Sax (Sasha), William Shen et al.1,100 citations
  68. Dynamic Few-Shot Visual Learning Without Forgetting ↗Spyros Gidaris, Nikos Komodakis A1,068 citations
  69. Neural Motifs: Scene Graph Parsing with Global Context ↗Rowan Zellers, Mark Yatskar, Sam Thomson et al.1,052 citations
  70. MoCoGAN: Decomposing Motion and Content for Video Generation ↗Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang et al.1,044 citations
  71. The Lovasz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks ↗Maxim Berman, Amal Rannen Triki, Matthew B. Blaschko1,027 citations
  72. Feature Generating Networks for Zero-Shot Learning ↗Yongqin Xian, Tobias Lorenz, Bernt Schiele et al.1,023 citations
  73. Density-Aware Single Image De-raining Using a Multi-stream Dense Network ↗He Zhang, Vishal M. Patel1,013 citations
  74. Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification ↗Weijian Deng, Liang Zheng, Qixiang Ye et al.1,011 citations
  75. AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions ↗Chunhui Gu, Chen Sun, David A. Ross et al.986 citations
  76. SO-Net: Self-Organizing Network for Point Cloud Analysis ↗Jiaxin Li, Ben M. Chen, Gim Hee Lee985 citations
  77. Gated Fusion Network for Single Image Dehazing ↗Wenqi Ren, Lin Ma, Jiawei Zhang et al.973 citations
  78. Fast and Accurate Single Image Super-Resolution via Information Distillation Network ↗Hui Zheng, Xiumei Wang, Xinbo Gao955 citations
  79. The Perception-Distortion Tradeoff ↗Yochai Blau, Tomer Michaeli955 citations
  80. Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN ↗Shuai Li, Wanqing Li, Chris Cook et al.939 citations
  81. Zero-Shot Super-Resolution Using Deep Internal Learning ↗Assaf Shocher, Nadav Cohen, Michal Irani936 citations
  82. Neural 3D Mesh Renderer ↗Hiroharu Kato, Yoshitaka Ushiku, Tatsuya Harada933 citations
  83. A Papier-Mache Approach to Learning 3D Surface Generation ↗Thibault Groueix, Matthew Fisher, Vladimir G. Kim et al.910 citations
  84. Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser ↗Fangzhou Liao, Ming Xuan Liang, Yinpeng Dong et al.902 citations
  85. Real-Time Seamless Single Shot 6D Object Pose Prediction ↗Bugra Tekin, Sudipta N. Sinha, Pascal Fua900 citations
  86. Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking ↗Feng Li, Tian Cheng, Wangmeng Zuo et al.890 citations
  87. An Analysis of Scale Invariance in Object Detection - SNIP ↗Bharat Singh, Larry Steven Davis875 citations
  88. Learning Pixel-Level Semantic Affinity with Image-Level Supervision for Weakly Supervised Semantic Segmentation ↗Jiwoon Ahn, Suha Kwak872 citations
  89. Learning a Discriminative Feature Network for Semantic Segmentation ↗Changqian Yu, Jingbo Wang, Chao Peng et al.870 citations
  90. A High-Quality Denoising Dataset for Smartphone Cameras ↗Abdelrahman Abdelhamed, Stephen Ching-Feng Lin, Michael S. Brown867 citations
  91. CondenseNet: An Efficient DenseNet Using Learned Group Convolutions ↗Gao Ming Huang, Shichen Liu, Laurens van der Maaten et al.864 citations
  92. PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection ↗Nian Liu, Junwei Han, Ming–Hsuan Yang863 citations
  93. PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation ↗Danfei Xu, Dragomir Anguelov, Ashesh Jain835 citations
  94. Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation ↗Huaizu Jiang, Deqing Sun, Varan Jampani et al.829 citations
  95. MAttNet: Modular Attention Network for Referring Expression Comprehension ↗Licheng Yu, Zhe Lin, Xiaohui Shen et al.824 citations
  96. Image Generation from Scene Graphs ↗Justin M. Johnson, Agrim Gupta, Li Fei-Fei813 citations
  97. Attentive Generative Adversarial Network for Raindrop Removal from A Single Image ↗Rui Qian, Robby T. Tan, Wenhan Yang et al.798 citations
  98. Interpretable Convolutional Neural Networks ↗Quanshi Zhang, Ying Nian Wu, Song Chun Zhu797 citations
  99. SPLATNet: Sparse Lattice Networks for Point Cloud Processing ↗Hang Su, Varun Jampani, Deqing Sun et al.797 citations
  100. NISP: Pruning Networks Using Neuron Importance Score Propagation ↗Ruichi Yu, Ang Li, Chun-Fu Chen et al.794 citations

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