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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023 — accepted papers

IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023 is the 2023 edition of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (publisher: Institute of Electrical and Electronics Engineers). OpenAlex lists 2,363 papers of it; our library holds 8 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**2,363** papers in the proceedings](#all) · [**8** works in our library](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/#works) · [**6,255** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/#works)

## Most cited papers

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

1. **[YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors ↗](https://doi.org/10.1109/cvpr52729.2023.00721)**Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao*12,390 citations*
2. **[Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks ↗](https://doi.org/10.1109/cvpr52729.2023.01157)**Jierun Chen, Shiu-hong Kao, Hao He et al.*2,343 citations*
3. **[DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation ↗](https://doi.org/10.1109/cvpr52729.2023.02155)**Nataniel Ruiz, Yuanzhen Li, Varun Jampani et al.*2,234 citations*
4. **[ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders ↗](https://doi.org/10.1109/cvpr52729.2023.01548)**Sanghyun Woo, Shoubhik Debnath, Ronghang Hu et al.*1,652 citations*
5. **[InstructPix2Pix: Learning to Follow Image Editing Instructions ↗](https://doi.org/10.1109/cvpr52729.2023.01764)**Tim Brooks, Aleksander Holynski, Alexei A. Efros*1,435 citations*
6. **[BiFormer: Vision Transformer with Bi-Level Routing Attention ↗](https://doi.org/10.1109/cvpr52729.2023.00995)**Lei Zhu, Xinjiang Wang, Zhanghan Ke et al.*1,187 citations*
7. **[Activating More Pixels in Image Super-Resolution Transformer ↗](https://doi.org/10.1109/cvpr52729.2023.02142)**Xiangyu Chen, Xintao Wang, Jiantao Zhou et al.*1,152 citations*
8. **[Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking ↗](https://doi.org/10.1109/cvpr52729.2023.00934)**Jinkun Cao, Jiangmiao Pang, Xinshuo Weng et al.*1,042 citations*
9. **[InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions ↗](https://doi.org/10.1109/cvpr52729.2023.01385)**Wenhai Wang, Jifeng Dai, Zhe Chen et al.*1,007 citations*
10. **[CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion ↗](https://doi.org/10.1109/cvpr52729.2023.00572)**Zixiang Zhao, Haowen Bai, Jiangshe Zhang et al.*948 citations*

## All accepted papers (2,363)

The most cited first; 8 with our summary link to their page here, the others to the original.

1. **[YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors ↗](https://doi.org/10.1109/cvpr52729.2023.00721)**Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao*12,390 citations*
2. **[Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks ↗](https://doi.org/10.1109/cvpr52729.2023.01157)**Jierun Chen, Shiu-hong Kao, Hao He et al.*2,343 citations*
3. **[DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation ↗](https://doi.org/10.1109/cvpr52729.2023.02155)**Nataniel Ruiz, Yuanzhen Li, Varun Jampani et al.*2,234 citations*
4. **[ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders ↗](https://doi.org/10.1109/cvpr52729.2023.01548)**Sanghyun Woo, Shoubhik Debnath, Ronghang Hu et al.*1,652 citations*
5. **[InstructPix2Pix: Learning to Follow Image Editing Instructions ↗](https://doi.org/10.1109/cvpr52729.2023.01764)**Tim Brooks, Aleksander Holynski, Alexei A. Efros*1,435 citations*
6. **[BiFormer: Vision Transformer with Bi-Level Routing Attention ↗](https://doi.org/10.1109/cvpr52729.2023.00995)**Lei Zhu, Xinjiang Wang, Zhanghan Ke et al.*1,187 citations*
7. **[Activating More Pixels in Image Super-Resolution Transformer ↗](https://doi.org/10.1109/cvpr52729.2023.02142)**Xiangyu Chen, Xintao Wang, Jiantao Zhou et al.*1,152 citations*
8. **[Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking ↗](https://doi.org/10.1109/cvpr52729.2023.00934)**Jinkun Cao, Jiangmiao Pang, Xinshuo Weng et al.*1,042 citations*
9. **[InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions ↗](https://doi.org/10.1109/cvpr52729.2023.01385)**Wenhai Wang, Jifeng Dai, Zhe Chen et al.*1,007 citations*
10. **[CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion ↗](https://doi.org/10.1109/cvpr52729.2023.00572)**Zixiang Zhao, Haowen Bai, Jiangshe Zhang et al.*948 citations*
11. **[Planning-oriented Autonomous Driving ↗](https://doi.org/10.1109/cvpr52729.2023.01712)**Yihan Hu, Jiazhi Yang, Li Chen et al.*931 citations*
12. **[MaPLe: Multi-modal Prompt Learning ↗](https://doi.org/10.1109/cvpr52729.2023.01832)**Muhammad Uzair Khattak, Hanoona Rasheed, Muhammad Maaz et al.*925 citations*
13. **[EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention ↗](https://doi.org/10.1109/cvpr52729.2023.01386)**Xinyu Liu, Houwen Peng, Ningxin Zheng et al.*902 citations*
14. **[Magic3D: High-Resolution Text-to-3D Content Creation ↗](https://doi.org/10.1109/cvpr52729.2023.00037)**Chen-Hsuan Lin, Jun Gao, Luming Tang et al.*857 citations*
15. **[ImageBind One Embedding Space to Bind Them All](https://md.research.elamur.ai/free/en/papers/girdhar-2023-imagebind-one-embedding-space-bind/)**Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu et al.*832 citations · our summary*
16. **[Imagic: Text-Based Real Image Editing with Diffusion Models ↗](https://doi.org/10.1109/cvpr52729.2023.00582)**Bahjat Kawar, Shiran Zada, Oran Lang et al.*767 citations*
17. **[SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy ↗](https://doi.org/10.1109/cvpr52729.2023.00596)**Jiafeng Li, Ying Wen, Lianghua He*760 citations*
18. **[PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers ↗](https://doi.org/10.1109/cvpr52729.2023.01871)**Jiacong Xu, Zixiang Xiong, Shankar Prasad Bhattacharyya*757 citations*
19. **[Objaverse: A Universe of Annotated 3D Objects ↗](https://doi.org/10.1109/cvpr52729.2023.01263)**Matt Deitke, Dustin Schwenk, Jordi Salvador et al.*720 citations*
20. **[Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models ↗](https://doi.org/10.1109/cvpr52729.2023.02161)**Andreas Blattmann, Robin Rombach, Huan Ling et al.*710 citations*
21. **[Null-text Inversion for Editing Real Images using Guided Diffusion Models ↗](https://doi.org/10.1109/cvpr52729.2023.00585)**Ron Mokady, Amir Hertz, Kfir Aberman et al.*708 citations*
22. **[Multi-Concept Customization of Text-to-Image Diffusion ↗](https://doi.org/10.1109/cvpr52729.2023.00192)**Nupur Kumari, Bingliang Zhang, Richard Zhang et al.*661 citations*
23. **[Reproducible Scaling Laws for Contrastive Language-Image Learning](https://md.research.elamur.ai/free/en/papers/cherti-2022-reproducible-scaling-laws-contrastive-language/)**Mehdi Cherti, Romain Beaumont, Ross Wightman et al.*651 citations · our summary*
24. **[SimpleNet: A Simple Network for Image Anomaly Detection and Localization ↗](https://doi.org/10.1109/cvpr52729.2023.01954)**Zhikang Liu, Yiming Zhou, Yuansheng Xu et al.*646 citations*
25. **[Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation ↗](https://doi.org/10.1109/cvpr52729.2023.00191)**Narek Tumanyan, Michal Geyer, Shai Bagon et al.*609 citations*

[See all 2,363 papers in IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023 — accepted papers →](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/papers/)

## Papers with our summary in our library (8)

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

1. **[Improved Baselines with Visual Instruction Tuning](https://md.research.elamur.ai/free/en/papers/liu-2023-improved-baselines-visual-instruction-tuning/) [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/)**Haotian Liu, Chunyuan Li, Yuheng Li, et al.*2023 · 2,558 citations*
2. **[MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI](https://md.research.elamur.ai/free/en/papers/yue-2023-mmmu-massive-multi-discipline-multimodal/) [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/)**Xiang Yue, Yuansheng Ni, Kai Zhang, et al.*2023 · 948 citations*
3. **[ImageBind: One Embedding Space To Bind Them All](https://md.research.elamur.ai/free/en/papers/girdhar-2023-imagebind-one-embedding-space-bind/) [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/)**Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, et al.*2023 · 943 citations*
4. **[MVBench: A Comprehensive Multi-modal Video Understanding Benchmark](https://md.research.elamur.ai/free/en/papers/li-2023-mvbench-comprehensive-multi-modal-video/) [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/)**Kunchang Li, Yali Wang, Yinan He, et al.*2023 · 442 citations*
5. **[VILA: On Pre-training for Visual Language Models](https://md.research.elamur.ai/free/en/papers/lin-2023-vila-pre-training-visual-language/) [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/)**Ji Lin, Hongxu Yin, Wei Ping, et al.*2023 · 368 citations*
6. **[CogAgent: A Visual Language Model for GUI Agents](https://md.research.elamur.ai/free/en/papers/hong-2023-cogagent-visual-language-model/) [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/)**Wenyi Hong, Weihan Wang, Qingsong Lv, et al.*2023 · 353 citations*
7. **[HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/guan-2023-hallusionbench-advanced-diagnostic-suite-entangled/) [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/)**Tianrui Guan, Fuxiao Liu, Xiyang Wu, et al.*2023 · 326 citations*
8. **[Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding](https://md.research.elamur.ai/free/en/papers/leng-2023-mitigating-object-hallucinations-large-vision/) [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/)**Sicong Leng, Hang Zhang, Guanzheng Chen, et al.*2023 · 317 citations*

## Top topics

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

[Vision & language (7)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Language models & pretraining (4)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (2)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Fields

[Computer Science (8)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/)

## Top authors

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

[🧑‍🔬**Chunyuan Li**1 work here · 2,558 citations](https://md.research.elamur.ai/free/en/authors/chunyuan-li/) · [🧑‍🔬**Haotian Liu**1 work here · 2,558 citations](https://md.research.elamur.ai/free/en/authors/haotian-liu/) · [🧑‍🔬**Yong Jae Lee**1 work here · 2,558 citations](https://md.research.elamur.ai/free/en/authors/yong-jae-lee/) · [🧑‍🔬**Dongfu Jiang**1 work here · 948 citations](https://md.research.elamur.ai/free/en/authors/dongfu-jiang/) · [🧑‍🔬**Ge Zhang**1 work here · 948 citations](https://md.research.elamur.ai/free/en/authors/ge-zhang/) · [🧑‍🔬**Kai Zhang**1 work here · 948 citations](https://md.research.elamur.ai/free/en/authors/kai-zhang/) · [🧑‍🔬**Samuel Stevens**1 work here · 948 citations](https://md.research.elamur.ai/free/en/authors/samuel-stevens/) · [🧑‍🔬**Weiming Ren**1 work here · 948 citations](https://md.research.elamur.ai/free/en/authors/weiming-ren/) · [🧑‍🔬**Xiang Yue**1 work here · 948 citations](https://md.research.elamur.ai/free/en/authors/xiang-yue/) · [🧑‍🔬**Yuansheng Ni**1 work here · 948 citations](https://md.research.elamur.ai/free/en/authors/yuansheng-ni/) · [🧑‍🔬**Alaaeldin El-Nouby**1 work here · 943 citations](https://md.research.elamur.ai/free/en/authors/alaaeldin-el-nouby/) · [🧑‍🔬**Armand Joulin**1 work here · 943 citations](https://md.research.elamur.ai/free/en/authors/armand-joulin/)

## Top institutions

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

[🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**Nvidia (United Kingdom)** Reading · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/companies/nvidia-united-kingdom/) · [🎓**University of Wisconsin–Madison** Madison · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/) · [🎓**University of Waterloo** Waterloo · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-waterloo/) · [🎓**Nanyang Technological University** Singapore · Singapore 1 work here](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Princeton University** Princeton · United States 1 work here](https://md.research.elamur.ai/free/en/universities/princeton-university/) · [🏢**Alibaba Group (Cayman Islands)** George Town · Cayman Islands 1 work here](https://md.research.elamur.ai/free/en/companies/alibaba-group-cayman-islands/) · [🏢**Nvidia** Santa Clara · United States 1 work here](https://md.research.elamur.ai/free/en/companies/nvidia/) · [🔬**Shenzhen Institutes of Advanced Technology** Shenzhen · China 1 work here](https://md.research.elamur.ai/free/en/labs/shenzhen-institutes-of-advanced-technology/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 1 work here](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🏢**Zhipu AI** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/companies/zhipu-ai/)

works and citations from OpenAlex and our library.

- [← previous 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/)
- [next → IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2024](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2024/)
- [↑ 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/)