📰 ICCV 2021 — accepted papers

ICCV 2021 is the 2021 edition of the IEEE/CVF International Conference on Computer Vision (ICCV). OpenAlex lists 1,615 papers of it; our library holds 2 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. Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsZe Liu, Yutong Lin, Yue Cao et al.33,262 citations · our summary
2. Emerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra et al.5,690 citations · our summary
3. Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions ↗Wenhai Wang, Enze Xie, Xiang Li et al.4,926 citations
4. ViViT: A Video Vision Transformer ↗Anurag Arnab, Mostafa Dehghani, Georg Heigold et al.2,595 citations
5. Point Transformer ↗Hengshuang Zhao, Li Jiang, Jiaya Jia et al.2,476 citations
6. CvT: Introducing Convolutions to Vision Transformers ↗Haiping Wu, Bin Xiao, Noel Codella et al.2,444 citations
7. Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet ↗Li Yuan, Yunpeng Chen, Tao Wang et al.2,289 citations
8. Vision Transformers for Dense Prediction ↗René Ranftl, Alexey Bochkovskiy, Vladlen Koltun2,247 citations
9. CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification ↗Chun-Fu Richard Chen, Quanfu Fan, Rameswar Panda2,074 citations
10. Segmenter: Transformer for Semantic Segmentation ↗Robin Strudel, Ricardo Alexandrino Garcia, Ivan Laptev A et al.2,051 citations

All accepted papers (1,615)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsZe Liu, Yutong Lin, Yue Cao et al.33,262 citations · our summary
2. Emerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra et al.5,690 citations · our summary
3. Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions ↗Wenhai Wang, Enze Xie, Xiang Li et al.4,926 citations
4. ViViT: A Video Vision Transformer ↗Anurag Arnab, Mostafa Dehghani, Georg Heigold et al.2,595 citations
5. Point Transformer ↗Hengshuang Zhao, Li Jiang, Jiaya Jia et al.2,476 citations
6. CvT: Introducing Convolutions to Vision Transformers ↗Haiping Wu, Bin Xiao, Noel Codella et al.2,444 citations
7. Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet ↗Li Yuan, Yunpeng Chen, Tao Wang et al.2,289 citations
8. Vision Transformers for Dense Prediction ↗René Ranftl, Alexey Bochkovskiy, Vladlen Koltun2,247 citations
9. CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification ↗Chun-Fu Richard Chen, Quanfu Fan, Rameswar Panda2,074 citations
10. Segmenter: Transformer for Semantic Segmentation ↗Robin Strudel, Ricardo Alexandrino Garcia, Ivan Laptev A et al.2,051 citations
11. Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields ↗Jonathan T. Barron, Ben Mildenhall, Matthew Tancik et al.1,921 citations
12. An Empirical Study of Training Self-Supervised Vision Transformers ↗Xinlei Chen, Saining Xie, Kaiming He1,566 citations
13. TOOD: Task-aligned One-stage Object Detection ↗Cheng Feng, Yujie Zhong, Yu Gao et al.1,477 citations
14. FcaNet: Frequency Channel Attention Networks ↗Zequn Qin, Pengyi Zhang, Fei Qing Wu et al.1,367 citations
15. Oriented R-CNN for Object Detection ↗Xingxing Xie, Gong Cheng, Jiabao Wang et al.1,351 citations
16. Multiscale Vision Transformers ↗Haoqi Fan, Bo Xiong, Karttikeya Mangalam et al.1,308 citations
17. Learning Spatio-Temporal Transformer for Visual Tracking ↗Bin Yan, Houwen Peng, Jianlong Fu et al.1,200 citations
18. The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ↗Dan Hendrycks, Steven Basart, Norman Mu et al.1,167 citations
19. TransReID: Transformer-based Object Re-Identification ↗Shuting He, Hao Luo, Pichao Wang et al.1,166 citations
20. Going deeper with Image Transformers ↗Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles et al.1,145 citations
21. Nerfies: Deformable Neural Radiance Fields ↗Keunhong Park, Utkarsh Sinha, Jonathan T. Barron et al.1,059 citations
22. Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition ↗Yuxin Chen, Ziqi Zhang, Chunfeng Yuan et al.1,039 citations
23. DRÆM – A discriminatively trained reconstruction embedding for surface anomaly detection ↗Vitjan Zavrtanik, Matej Kristan, Danijel Skočaj1,039 citations
24. StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery ↗Or Patashnik, Zongze Wu, Eli Shechtman et al.1,023 citations
25. Conditional DETR for Fast Training Convergence ↗Depu Meng, Xiaokang Chen, Zejia Fan et al.995 citations

See all 1,615 papers in ICCV 2021 — accepted papers →

📄 Papers with our summary in our library (2)

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

1. Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsIEEE/CVF International Conference on Computer Vision (ICCV)Ze Liu, Yutong Lin, Yue Cao, et al.2021 · 33,834 citations
2. Emerging Properties in Self-Supervised Vision TransformersIEEE/CVF International Conference on Computer Vision (ICCV)Mathilde Caron, Hugo Touvron, Ishan Misra, et al.2021 · 5,912 citations

📚 Fields

🖥️Computer Science (2)🎭Arts and Humanities (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.

🎓University of Science and Technology of ChinaHefei · China1 work here🔬Centre National de la Recherche ScientifiqueParis · France1 work here🔬Institut national de recherche en sciences et technologies du numériqueLe Chesnay-Rocquencourt · France1 work here🏢Microsoft Research AsiaBeijing · China1 work here🏢MetaMenlo Park · United States1 work here🎓Xi'an Jiaotong UniversityXi'an · China1 work here🎓Université Grenoble AlpesSaint-Martin-d'Hères · France1 work here🎓Tsinghua UniversityBeijing · China1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2021/