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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021 — accepted papers

IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021 is the 2021 edition of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (publisher: Institute of Electrical and Electronics Engineers). OpenAlex lists 1,667 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**1,667** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2021/#works) · [**1,016** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2021/#works)

## Most cited papers

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

1. **[Coordinate Attention for Efficient Mobile Network Design ↗](https://doi.org/10.1109/cvpr46437.2021.01350)**Qibin Hou, Daquan Zhou, Jiashi Feng*6,447 citations*
2. **[Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00681)**Sixiao Zheng, Jiachen Lu, Hengshuang Zhao et al.*3,695 citations*
3. **[Exploring Simple Siamese Representation Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01549)**Xinlei Chen, Kaiming He*3,498 citations*
4. **[RepVGG: Making VGG-style ConvNets Great Again ↗](https://doi.org/10.1109/cvpr46437.2021.01352)**Xiaohan Ding, Xiangyu Zhang, Ningning Ma et al.*2,664 citations*
5. **[Taming Transformers for High-Resolution Image Synthesis ↗](https://doi.org/10.1109/cvpr46437.2021.01268)**Patrick Esser, Robin Rombach, Björn Ommer*2,416 citations*
6. **[Pre-Trained Image Processing Transformer ↗](https://doi.org/10.1109/cvpr46437.2021.01212)**Hanting Chen, Yunhe Wang, Tianyu Guo et al.*2,135 citations*
7. **[Multi-Stage Progressive Image Restoration ↗](https://doi.org/10.1109/cvpr46437.2021.01458)**Syed Waqas Zamir, Aditya Arora, Salman Hameed Khan et al.*2,095 citations*
8. **[Center-based 3D Object Detection and Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.01161)**Tianwei Yin, Xingyi Zhou, Philipp Krähenbühl*2,082 citations*
9. **[LoFTR: Detector-Free Local Feature Matching with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00881)**Jiaming Sun, Zehong Shen, Yuang Wang et al.*1,719 citations*
10. **[Scaled-YOLOv4: Scaling Cross Stage Partial Network ↗](https://doi.org/10.1109/cvpr46437.2021.01283)**Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao*1,718 citations*

## All accepted papers (1,667)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Coordinate Attention for Efficient Mobile Network Design ↗](https://doi.org/10.1109/cvpr46437.2021.01350)**Qibin Hou, Daquan Zhou, Jiashi Feng*6,447 citations*
2. **[Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00681)**Sixiao Zheng, Jiachen Lu, Hengshuang Zhao et al.*3,695 citations*
3. **[Exploring Simple Siamese Representation Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01549)**Xinlei Chen, Kaiming He*3,498 citations*
4. **[RepVGG: Making VGG-style ConvNets Great Again ↗](https://doi.org/10.1109/cvpr46437.2021.01352)**Xiaohan Ding, Xiangyu Zhang, Ningning Ma et al.*2,664 citations*
5. **[Taming Transformers for High-Resolution Image Synthesis ↗](https://doi.org/10.1109/cvpr46437.2021.01268)**Patrick Esser, Robin Rombach, Björn Ommer*2,416 citations*
6. **[Pre-Trained Image Processing Transformer ↗](https://doi.org/10.1109/cvpr46437.2021.01212)**Hanting Chen, Yunhe Wang, Tianyu Guo et al.*2,135 citations*
7. **[Multi-Stage Progressive Image Restoration ↗](https://doi.org/10.1109/cvpr46437.2021.01458)**Syed Waqas Zamir, Aditya Arora, Salman Hameed Khan et al.*2,095 citations*
8. **[Center-based 3D Object Detection and Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.01161)**Tianwei Yin, Xingyi Zhou, Philipp Krähenbühl*2,082 citations*
9. **[LoFTR: Detector-Free Local Feature Matching with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00881)**Jiaming Sun, Zehong Shen, Yuang Wang et al.*1,719 citations*
10. **[Scaled-YOLOv4: Scaling Cross Stage Partial Network ↗](https://doi.org/10.1109/cvpr46437.2021.01283)**Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao*1,718 citations*
11. **[pixelNeRF: Neural Radiance Fields from One or Few Images ↗](https://doi.org/10.1109/cvpr46437.2021.00455)**Alex Yu, Vickie Ye, Matthew Tancik et al.*1,560 citations*
12. **[Model-Contrastive Federated Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01057)**Qinbin Li, Bingsheng He, Dawn Xiaodong Song*1,534 citations*
13. **[Sparse R-CNN: End-to-End Object Detection with Learnable Proposals ↗](https://doi.org/10.1109/cvpr46437.2021.01422)**Peize Sun, Rufeng Zhang, Yi Jiang et al.*1,505 citations*
14. **[Transformer Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00803)**Xin Chen, Bin Yan, Jiawen Zhu et al.*1,442 citations*
15. **[NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections ↗](https://doi.org/10.1109/cvpr46437.2021.00713)**Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi et al.*1,374 citations*
16. **[D-NeRF: Neural Radiance Fields for Dynamic Scenes ↗](https://doi.org/10.1109/cvpr46437.2021.01018)**Albert Pumarola, Enric Corona, Gerard Pons‐Moll et al.*1,355 citations*
17. **[Bottleneck Transformers for Visual Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01625)**Aravind Srinivas, Tsung-Yi Lin, Niki Parmar et al.*1,270 citations*
18. **[Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision ↗](https://doi.org/10.1109/cvpr46437.2021.00264)**Xiaokang Chen, Yuhui Yuan, Gang Zeng et al.*1,209 citations*
19. **[DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution ↗](https://doi.org/10.1109/cvpr46437.2021.01008)**Siyuan Qiao, Liang-Chieh Chen, Alan Yuille*1,159 citations*
20. **[Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00294)**Golnaz Ghiasi, Yin Cui, Aravind Srinivas et al.*1,148 citations*
21. **[VarifocalNet: An IoU-aware Dense Object Detector ↗](https://doi.org/10.1109/cvpr46437.2021.00841)**Haoyang Zhang, Ying Wang, Feras Dayoub et al.*1,142 citations*
22. **[Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation ↗](https://doi.org/10.1109/cvpr46437.2021.00232)**Elad Richardson, Yuval Alaluf, Or Patashnik et al.*1,072 citations*
23. **[Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement ↗](https://doi.org/10.1109/cvpr46437.2021.01042)**Risheng Liu, Long Ma, Jiaao Zhang et al.*1,057 citations*
24. **[Dynamic Head: Unifying Object Detection Heads with Attentions ↗](https://doi.org/10.1109/cvpr46437.2021.00729)**Xiyang Dai, Yinpeng Chen, Bin Xiao et al.*1,044 citations*
25. **[CutPaste: Self-Supervised Learning for Anomaly Detection and Localization ↗](https://doi.org/10.1109/cvpr46437.2021.00954)**Chunliang Li, Kihyuk Sohn, Jinsung Yoon et al.*1,025 citations*

[See all 1,667 papers in IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021 — accepted papers →](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2021/papers/)

## Papers with our summary in our library (1)

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

1. **[Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction](https://md.research.elamur.ai/free/en/papers/sun-2021-direct-voxel-grid-optimization-super/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Cheng Sun, Min Sun, Hwann-Tzong Chen*2021 · 1,016 citations*

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Engineering (1)](https://md.research.elamur.ai/free/en/shelves/engineering/)

## Top authors

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

[🧑‍🔬**Min Sun**1 work here · 1,016 citations](https://md.research.elamur.ai/free/en/authors/min-sun/)

## Top institutions

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

[🎓**National Tsing Hua University** Hsinchu · Taiwan 1 work here](https://md.research.elamur.ai/free/en/universities/national-tsing-hua-university/) · [🏢**Asus** Taipei · Taiwan 1 work here](https://md.research.elamur.ai/free/en/companies/asus/)

works and citations from OpenAlex and our library.

- [← previous IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2020](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2020/)
- [next → IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2022/)
- [↑ back to IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)