📰 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.

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 DetectorsChien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao12,390 citations
2. Run, Don't Walk: Chasing Higher FLOPS for Faster Neural NetworksJierun Chen, Shiu-hong Kao, Hao He et al.2,343 citations
3. DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven GenerationNataniel Ruiz, Yuanzhen Li, Varun Jampani et al.2,234 citations
4. ConvNeXt V2: Co-designing and Scaling ConvNets with Masked AutoencodersSanghyun Woo, Shoubhik Debnath, Ronghang Hu et al.1,652 citations
5. InstructPix2Pix: Learning to Follow Image Editing InstructionsTim Brooks, Aleksander Holynski, Alexei A. Efros1,435 citations
6. BiFormer: Vision Transformer with Bi-Level Routing AttentionLei Zhu, Xinjiang Wang, Zhanghan Ke et al.1,187 citations
7. Activating More Pixels in Image Super-Resolution TransformerXiangyu Chen, Xintao Wang, Jiantao Zhou et al.1,152 citations
8. Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingJinkun Cao, Jiangmiao Pang, Xinshuo Weng et al.1,042 citations
9. InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsWenhai Wang, Jifeng Dai, Zhe Chen et al.1,007 citations
10. CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image FusionZixiang 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 DetectorsChien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao12,390 citations
2. Run, Don't Walk: Chasing Higher FLOPS for Faster Neural NetworksJierun Chen, Shiu-hong Kao, Hao He et al.2,343 citations
3. DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven GenerationNataniel Ruiz, Yuanzhen Li, Varun Jampani et al.2,234 citations
4. ConvNeXt V2: Co-designing and Scaling ConvNets with Masked AutoencodersSanghyun Woo, Shoubhik Debnath, Ronghang Hu et al.1,652 citations
5. InstructPix2Pix: Learning to Follow Image Editing InstructionsTim Brooks, Aleksander Holynski, Alexei A. Efros1,435 citations
6. BiFormer: Vision Transformer with Bi-Level Routing AttentionLei Zhu, Xinjiang Wang, Zhanghan Ke et al.1,187 citations
7. Activating More Pixels in Image Super-Resolution TransformerXiangyu Chen, Xintao Wang, Jiantao Zhou et al.1,152 citations
8. Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingJinkun Cao, Jiangmiao Pang, Xinshuo Weng et al.1,042 citations
9. InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsWenhai Wang, Jifeng Dai, Zhe Chen et al.1,007 citations
10. CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image FusionZixiang Zhao, Haowen Bai, Jiangshe Zhang et al.948 citations
11. Planning-oriented Autonomous DrivingYihan Hu, Jiazhi Yang, Li Chen et al.931 citations
12. MaPLe: Multi-modal Prompt LearningMuhammad Uzair Khattak, Hanoona Rasheed, Muhammad Maaz et al.925 citations
13. EfficientViT: Memory Efficient Vision Transformer with Cascaded Group AttentionXinyu Liu, Houwen Peng, Ningxin Zheng et al.902 citations
14. Magic3D: High-Resolution Text-to-3D Content CreationChen-Hsuan Lin, Jun Gao, Luming Tang et al.857 citations
15. ImageBind One Embedding Space to Bind Them AllRohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu et al.832 citations · our summary
16. Imagic: Text-Based Real Image Editing with Diffusion ModelsBahjat Kawar, Shiran Zada, Oran Lang et al.767 citations
17. SCConv: Spatial and Channel Reconstruction Convolution for Feature RedundancyJiafeng Li, Ying Wen, Lianghua He760 citations
18. PIDNet: A Real-time Semantic Segmentation Network Inspired by PID ControllersJiacong Xu, Zixiang Xiong, Shankar Prasad Bhattacharyya757 citations
19. Objaverse: A Universe of Annotated 3D ObjectsMatt Deitke, Dustin Schwenk, Jordi Salvador et al.720 citations
20. Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsAndreas Blattmann, Robin Rombach, Huan Ling et al.710 citations
21. Null-text Inversion for Editing Real Images using Guided Diffusion ModelsRon Mokady, Amir Hertz, Kfir Aberman et al.708 citations
22. Multi-Concept Customization of Text-to-Image DiffusionNupur Kumari, Bingliang Zhang, Richard Zhang et al.661 citations
23. Reproducible Scaling Laws for Contrastive Language-Image LearningMehdi Cherti, Romain Beaumont, Ross Wightman et al.651 citations · our summary
24. SimpleNet: A Simple Network for Image Anomaly Detection and LocalizationZhikang Liu, Yiming Zhou, Yuansheng Xu et al.646 citations
25. Plug-and-Play Diffusion Features for Text-Driven Image-to-Image TranslationNarek 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 →

📄 Papers with our summary in our library (8)

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

1. Improved Baselines with Visual Instruction TuningIEEE Computer Society Conference on Computer Vision and Pattern RecognitionHaotian Liu, Chunyuan Li, Yuheng Li, et al.2023 · 2,558 citations
2. MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIIEEE Computer Society Conference on Computer Vision and Pattern RecognitionXiang Yue, Yuansheng Ni, Kai Zhang, et al.2023 · 948 citations
3. ImageBind: One Embedding Space To Bind Them AllIEEE Computer Society Conference on Computer Vision and Pattern RecognitionRohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, et al.2023 · 943 citations
4. MVBench: A Comprehensive Multi-modal Video Understanding BenchmarkIEEE Computer Society Conference on Computer Vision and Pattern RecognitionKunchang Li, Yali Wang, Yinan He, et al.2023 · 442 citations
5. VILA: On Pre-training for Visual Language ModelsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJi Lin, Hongxu Yin, Wei Ping, et al.2023 · 368 citations
6. CogAgent: A Visual Language Model for GUI AgentsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionWenyi 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 ModelsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionTianrui Guan, Fuxiao Liu, Xiyang Wu, et al.2023 · 326 citations
8. Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive DecodingIEEE Computer Society Conference on Computer Vision and Pattern RecognitionSicong 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)🧠Language models & pretraining (4)📏Evaluation & benchmarks (2)🧮Reasoning (1)

📚 Fields

🖥️Computer Science (8)🎭Arts and Humanities (2)

🧑‍🔬 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.

🏢MicrosoftRedmond · United States1 work here🏢Nvidia (United Kingdom)Reading · United Kingdom1 work here🎓University of Wisconsin–MadisonMadison · United States1 work here🎓University of WaterlooWaterloo · Canada1 work here🎓Nanyang Technological UniversitySingapore · Singapore1 work here🏛️Chinese Academy of SciencesBeijing · China1 work here🎓Princeton UniversityPrinceton · United States1 work here🏢Alibaba Group (Cayman Islands)George Town · Cayman Islands1 work here🏢NvidiaSanta Clara · United States1 work here🔬Shenzhen Institutes of Advanced TechnologyShenzhen · China1 work here🔬Shanghai Artificial Intelligence LaboratoryShanghai · China1 work here🏢Zhipu AIBeijing · China1 work here

works and citations from OpenAlex and our library.

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