📰 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019 — accepted papers

IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019 is the 2019 edition of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (publisher: Institute of Electrical and Electronics Engineers). OpenAlex lists 1,299 papers of it; our library holds 3 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. A Style-Based Generator Architecture for Generative Adversarial NetworksTero Karras, Samuli Laine, Timo Aila11,051 citations
2. ArcFace: Additive Angular Margin Loss for Deep Face RecognitionJiankang Deng, Jia Guo, Jing Yang et al.7,537 citations
3. Dual Attention Network for Scene SegmentationJun Fu, Jing Liu, Haijie Tian et al.6,834 citations
4. Generalized Intersection Over Union: A Metric and a Loss for Bounding Box RegressionHamid Rezatofighi, Nathan Tsoi, JunYoung Gwak et al.6,179 citations
5. Deep High-Resolution Representation Learning for Human Pose EstimationKe Sun, Bin Xiao, Dong Liu et al.5,649 citations
6. PointPillars: Fast Encoders for Object Detection From Point CloudsAlex Lang, Sourabh Vora, Holger Caesar et al.4,492 citations
7. DeepSDF: Learning Continuous Signed Distance Functions for Shape RepresentationJeong Joon Park, Pete Florence, Julian Straub et al.3,422 citations
8. MnasNet: Platform-Aware Neural Architecture Search for MobileMingxing Tan, Bo Chen, Ruoming Pang et al.3,231 citations
9. Selective Kernel NetworksXiang Li, Wenhai Wang, Xiaolin Hu et al.3,134 citations
10. PointRCNN: 3D Object Proposal Generation and Detection From Point CloudShaoshuai Shi, Xiaogang Wang, Hongsheng Li2,955 citations

All accepted papers (1,299)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. A Style-Based Generator Architecture for Generative Adversarial NetworksTero Karras, Samuli Laine, Timo Aila11,051 citations
2. ArcFace: Additive Angular Margin Loss for Deep Face RecognitionJiankang Deng, Jia Guo, Jing Yang et al.7,537 citations
3. Dual Attention Network for Scene SegmentationJun Fu, Jing Liu, Haijie Tian et al.6,834 citations
4. Generalized Intersection Over Union: A Metric and a Loss for Bounding Box RegressionHamid Rezatofighi, Nathan Tsoi, JunYoung Gwak et al.6,179 citations
5. Deep High-Resolution Representation Learning for Human Pose EstimationKe Sun, Bin Xiao, Dong Liu et al.5,649 citations
6. PointPillars: Fast Encoders for Object Detection From Point CloudsAlex Lang, Sourabh Vora, Holger Caesar et al.4,492 citations
7. DeepSDF: Learning Continuous Signed Distance Functions for Shape RepresentationJeong Joon Park, Pete Florence, Julian Straub et al.3,422 citations
8. MnasNet: Platform-Aware Neural Architecture Search for MobileMingxing Tan, Bo Chen, Ruoming Pang et al.3,231 citations
9. Selective Kernel NetworksXiang Li, Wenhai Wang, Xiaolin Hu et al.3,134 citations
10. PointRCNN: 3D Object Proposal Generation and Detection From Point CloudShaoshuai Shi, Xiaogang Wang, Hongsheng Li2,955 citations
11. Class-Balanced Loss Based on Effective Number of SamplesYin Cui, Menglin Jia, Tsung-Yi Lin et al.2,877 citations
12. Semantic Image Synthesis With Spatially-Adaptive NormalizationTaesung Park, Ming-Yu Liu, Ting-Chun Wang et al.2,858 citations
13. Deformable ConvNets V2: More Deformable, Better ResultsXizhou Zhu, Han Hu, Stephen Ching-Feng Lin et al.2,750 citations
14. AutoAugment: Learning Augmentation Strategies From DataEkin D. Cubuk, Barret Zoph, Dandelion Mané et al.2,733 citations
15. Occupancy Networks: Learning 3D Reconstruction in Function SpaceLars Mescheder, Michael Oechsle, Michael Niemeyer et al.2,708 citations
16. SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep NetworksBo Li, Wei Wu, Qiang Wang et al.2,480 citations
17. MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly DetectionPaul Bergmann, Michael Fauser, David Sattlegger et al.2,086 citations
18. Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionLei Shi, Yifan Zhang, Jian Cheng et al.2,071 citations
19. 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural NetworksChristopher Choy, JunYoung Gwak, Silvio Savarese2,043 citations
20. NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object DetectionGolnaz Ghiasi, Tsung-Yi Lin, Quoc Viet Le1,978 citations
21. Second-Order Attention Network for Single Image Super-ResolutionTao Dai, Jianrui Cai, Yongbing Zhang et al.1,900 citations
22. PointConv: Deep Convolutional Networks on 3D Point CloudsWenxuan Wu, Zhongang Qi, Fuxin Li1,850 citations
23. Expressive Body Capture: 3D Hands, Face, and Body From a Single ImageGeorgios Pavlakos, Vasileios Choutas, Nima Ghorbani et al.1,771 citations
24. Libra R-CNN: Towards Balanced Learning for Object DetectionJiangmiao Pang, Kai Chen, Jianping Shi et al.1,763 citations
25. Relational Knowledge DistillationWonpyo Park, Dongju Kim, Yan Lu et al.1,681 citations

See all 1,299 papers in IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019 — accepted papers →

📄 Papers with our summary in our library (3)

The most cited first (OpenAlex citations plus our library's).

1. Momentum Contrast for Unsupervised Visual Representation LearningIEEE Computer Society Conference on Computer Vision and Pattern RecognitionKaiming He, Haoqi Fan, Yuxin Wu, et al.2019 · 13,151 citations
2. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringIEEE Computer Society Conference on Computer Vision and Pattern RecognitionDrew A. Hudson, Christopher D. Manning2019 · 2,006 citations
3. ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksIEEE Computer Society Conference on Computer Vision and Pattern RecognitionMohit Shridhar; Jesse Thomason; Daniel Gordon; Yonatan Bisk; Winson Han; Roozbeh Mottaghi; Luke Zettlemoyer;, Dieter Fox2019 · 726 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)❓Question answering (1)📏Evaluation & benchmarks (1)🧮Reasoning (1)

📚 Fields

🖥️Computer Science (3)🎭Arts and Humanities (1)⚙️Engineering (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢Nvidia (United Kingdom)Reading · United Kingdom1 work here🎓University of WashingtonSeattle · United States1 work here🏢MetaMenlo Park · United States1 work here🏢NvidiaSanta Clara · United States1 work here🔬Allen Institute for Artificial IntelligenceSeattle · United States1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here🎓Stanford UniversityStanford · United States1 work here

works and citations from OpenAlex and our library.

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