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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023: all accepted papers

2,363 papers · page 1 of 24 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023

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  1. YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors ↗Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao12,390 citations
  2. Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks ↗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 ↗Nataniel Ruiz, Yuanzhen Li, Varun Jampani et al.2,234 citations
  4. ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders ↗Sanghyun Woo, Shoubhik Debnath, Ronghang Hu et al.1,652 citations
  5. InstructPix2Pix: Learning to Follow Image Editing Instructions ↗Tim Brooks, Aleksander Holynski, Alexei A. Efros1,435 citations
  6. BiFormer: Vision Transformer with Bi-Level Routing Attention ↗Lei Zhu, Xinjiang Wang, Zhanghan Ke et al.1,187 citations
  7. Activating More Pixels in Image Super-Resolution Transformer ↗Xiangyu Chen, Xintao Wang, Jiantao Zhou et al.1,152 citations
  8. Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking ↗Jinkun Cao, Jiangmiao Pang, Xinshuo Weng et al.1,042 citations
  9. InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions ↗Wenhai Wang, Jifeng Dai, Zhe Chen et al.1,007 citations
  10. CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion ↗Zixiang Zhao, Haowen Bai, Jiangshe Zhang et al.948 citations
  11. Planning-oriented Autonomous Driving ↗Yihan Hu, Jiazhi Yang, Li Chen et al.931 citations
  12. MaPLe: Multi-modal Prompt Learning ↗Muhammad Uzair Khattak, Hanoona Rasheed, Muhammad Maaz et al.925 citations
  13. EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention ↗Xinyu Liu, Houwen Peng, Ningxin Zheng et al.902 citations
  14. Magic3D: High-Resolution Text-to-3D Content Creation ↗Chen-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 Models ↗Bahjat Kawar, Shiran Zada, Oran Lang et al.767 citations
  17. SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy ↗Jiafeng Li, Ying Wen, Lianghua He760 citations
  18. PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers ↗Jiacong Xu, Zixiang Xiong, Shankar Prasad Bhattacharyya757 citations
  19. Objaverse: A Universe of Annotated 3D Objects ↗Matt Deitke, Dustin Schwenk, Jordi Salvador et al.720 citations
  20. Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models ↗Andreas Blattmann, Robin Rombach, Huan Ling et al.710 citations
  21. Null-text Inversion for Editing Real Images using Guided Diffusion Models ↗Ron Mokady, Amir Hertz, Kfir Aberman et al.708 citations
  22. Multi-Concept Customization of Text-to-Image Diffusion ↗Nupur 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 Localization ↗Zhikang Liu, Yiming Zhou, Yuansheng Xu et al.646 citations
  25. Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation ↗Narek Tumanyan, Michal Geyer, Shai Bagon et al.609 citations
  26. Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation ↗Lihe Yang, Lei Qi, Litong Feng et al.580 citations
  27. GLIGEN: Open-Set Grounded Text-to-Image Generation ↗Yuheng Li, Haotian Liu, Qingyang Wu et al.569 citations
  28. K-Planes: Explicit Radiance Fields in Space, Time, and Appearance ↗Sara Fridovich-Keil, Giacomo Meanti, Frederik Warburg et al.560 citations
  29. Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation ↗Feng Li, Hao Zhang, Huaizhe Xu et al.560 citations
  30. WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation ↗Jongheon Jeong, Yang Zou, Taewan Kim et al.556 citations
  31. Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks ↗Wenhui Wang, Hangbo Bao, Dong Li et al.539 citations
  32. Learning A Sparse Transformer Network for Effective Image Deraining ↗Xiang Chen, Hao Li, Mingqiang Li et al.538 citations
  33. VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking ↗Limin Wang, Bingkun Huang, Zhiyu Zhao et al.515 citations
  34. EVA: Exploring the Limits of Masked Visual Representation Learning at Scale ↗Yuxin Fang, Wen Wang, Binhui Xie et al.506 citations
  35. OneFormer: One Transformer to Rule Universal Image Segmentation ↗Jitesh Jain, Jiachen Li, Mang Tik Chiu et al.504 citations
  36. DepGraph: Towards Any Structural Pruning ↗Gongfan Fang, Xinyin Ma, Mingli Song et al.501 citations
  37. Neighborhood Attention Transformer ↗Ali Hassani, Steven Walton, Jiachen Li et al.482 citations
  38. VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking ↗Yukang Chen, Jianhui Liu, Xiangyu Zhang et al.472 citations
  39. Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP ↗Feng Liang, Bichen Wu, Xiaoliang Dai et al.464 citations
  40. SeqTrack: Sequence to Sequence Learning for Visual Object Tracking ↗Xin Chen, Houwen Peng, Dong Wang et al.463 citations
  41. Neuralangelo: High-Fidelity Neural Surface Reconstruction ↗Zhaoshuo Li, Thomas Müller, Alex Evans et al.441 citations
  42. HexPlane: A Fast Representation for Dynamic Scenes ↗Ang Cao, Justin M. Johnson435 citations
  43. Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture ↗Mahmoud Assran, Quentin Duval, Ishan Misra et al.431 citations
  44. Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation ↗Yunhao Bai, Duowen Chen, Qingli Li et al.414 citations
  45. Learned Image Compression with Mixed Transformer-CNN Architectures ↗Jinming Liu, Heming Sun, Jiro Katto410 citations
  46. Towards Universal Fake Image Detectors that Generalize Across Generative Models ↗Utkarsh Ojha, Yuheng Li, Yong Jae Lee409 citations
  47. Scaling up GANs for Text-to-Image Synthesis ↗Minguk Kang, Jun-Yan Zhu, Richard Zhang et al.405 citations
  48. Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring ↗Lingshun Kong, Jiangxin Dong, Jianjun Ge et al.398 citations
  49. MobileOne: An Improved One millisecond Mobile Backbone ↗Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff X. Zhu et al.394 citations
  50. Learning a Simple Low-Light Image Enhancer from Paired Low-Light Instances ↗Zhenqi Fu, Yang Yan, Xiaotong Tu et al.388 citations
  51. OpenScene: 3D Scene Understanding with Open Vocabularies ↗Songyou Peng, Kyle Genova, Chiyu Max Jiang et al.386 citations
  52. Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation ↗Ning Zhang, Francesco Nex, George Vosselman A et al.385 citations
  53. Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction ↗Chunming He, Kai Li, Yachao Zhang et al.382 citations
  54. Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models ↗Jiarui Xu, Sifei Liu, Arash Vahdat et al.359 citations
  55. MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation ↗Lukas Hoyer, Dengxin Dai, Haoran Wang et al.357 citations
  56. Executing your Commands via Motion Diffusion in Latent Space ↗Xin Chen, Biao Jiang, Wen Liu et al.356 citations
  57. Paint by Example: Exemplar-based Image Editing with Diffusion Models ↗Binxin Yang, Shuyang Gu, Bo Zhang et al.356 citations
  58. Autoregressive Visual Tracking ↗Xing Wei, Yifan Bai, Yongchao Zheng et al.355 citations
  59. Inversion-based Style Transfer with Diffusion Models ↗Yuxin Zhang, Nisha Huang, Fan Tang et al.353 citations
  60. Iterative Geometry Encoding Volume for Stereo Matching ↗Gangwei Xu, Xianqi Wang, Xiaohuan Ding et al.349 citations
  61. Visual Prompt Multi-Modal Tracking ↗Jiawen Zhu, Simiao Lai, Xin Chen et al.349 citations
  62. Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation ↗Haochen Wang, Xiaodan Du, Jiahao Li et al.343 citations
  63. Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing ↗Yu Zheng, Jiahui Zhan, Shengfeng He et al.339 citations
  64. Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures ↗Gal Metzer, Elad Richardson, Or Patashnik et al.336 citations
  65. CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning ↗James Seale Smith, Leonid Karlinsky, Vyshnavi Gutta et al.334 citations
  66. BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision ↗Chenyu Yang, Yuntao Chen, Hao Tian et al.328 citations
  67. Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective ↗Weixia Zhang, Guangtao Zhai, Ying Wei et al.325 citations
  68. SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation ↗Wenxuan Zhang, Xiaodong Cun, Xuan Wang et al.325 citations
  69. Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval ↗Ding Jiang, Mang Ye323 citations
  70. Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification ↗Yukang Zhang, Hanzi Wang322 citations
  71. Generating Human Motion from Textual Descriptions with Discrete Representations ↗Jianrong Zhang, Yangsong Zhang, Xiaodong Cun et al.320 citations
  72. FreeNeRF: Improving Few-Shot Neural Rendering with Free Frequency Regularization ↗Jiawei Yang, Marco Pavone, Yue Wang316 citations
  73. Query-Centric Trajectory Prediction ↗Zikang Zhou, Jianping Wang, Yung–Hui Li et al.316 citations
  74. Side Adapter Network for Open-Vocabulary Semantic Segmentation ↗Mengde Xu, Zheng Zhang, Fangyun Wei et al.316 citations
  75. Dense Distinct Query for End-to-End Object Detection ↗Shilong Zhang, Xinjiang Wang, Jiaqi Wang et al.315 citations
  76. MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures ↗Zhiqin Chen, Thomas A. Funkhouser, Peter Hedman et al.314 citations
  77. Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction ↗Yuanhui Huang, Wenzhao Zheng, Yunpeng Zhang et al.312 citations
  78. On Distillation of Guided Diffusion Models ↗Chenlin Meng, Robin Rombach, Ruiqi Gao et al.308 citations
  79. Efficient and Explicit Modelling of Image Hierarchies for Image Restoration ↗Yawei Li, Yuchen Fan, Xiaoyu Xiang et al.302 citations
  80. High-resolution image reconstruction with latent diffusion models from human brain activity ↗Yu Takagi, Shinji Nishimoto297 citations
  81. Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers ↗Zhou Huang, Hang Dai, Tian-Zhu Xiang et al.292 citations
  82. DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection ↗Xuan Zhang, Shiyu Li, Xi Li et al.287 citations
  83. Generative Diffusion Prior for Unified Image Restoration and Enhancement ↗Ben Fei, Zhaoyang Lyu, Liang Pan et al.279 citations
  84. Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM ↗Hengyi Wang, Jingwen Wang, Lourdes Agapito277 citations
  85. Implicit Diffusion Models for Continuous Super-Resolution ↗Sicheng Gao, Xuhui Liu, Bohan Zeng et al.276 citations
  86. All are Worth Words: A ViT Backbone for Diffusion Models ↗Fan Bao, Shen Nie, Kaiwen Xue et al.274 citations
  87. Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank ↗Shirui Huang, Keyan Wang, Huan Liu et al.273 citations
  88. Revisiting Reverse Distillation for Anomaly Detection ↗Tran Tien, Anh Tuan Nguyen, Nguyen Hoang Khoi Tran et al.268 citations
  89. MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors ↗Yuang Zhang, Tiancai Wang, Xiangyu Zhang267 citations
  90. OpenGait: Revisiting Gait Recognition Toward Better Practicality ↗Chao Fan, Junhao Liang, Chuanfu Shen et al.260 citations
  91. PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation ↗Qitao Zhao, Ce Zheng, Mengyuan Liu et al.260 citations
  92. MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding from Object Detection ↗Wenda Zhao, Shigeng Xie, Fan Zhao et al.259 citations
  93. ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding ↗Le Xue, Mingfei Gao, Xing Chen et al.258 citations
  94. Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images ↗Bowei Du, Yecheng Huang, Jiaxin Chen et al.254 citations
  95. Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning ↗Antoine Yang, Arsha Nagrani, Paul Hongsuck Seo et al.254 citations
  96. BBDM: Image-to-Image Translation with Brownian Bridge Diffusion Models ↗Bo Li, Kaitao Xue, Bin Liu et al.252 citations
  97. EDGE: Editable Dance Generation From Music ↗Jonathan Tseng, Rodrigo Castellon, C. Karen Liu252 citations
  98. Neural Video Compression with Diverse Contexts ↗Jiahao Li, Bin Li, Yan Lu252 citations
  99. Visual-Language Prompt Tuning with Knowledge-Guided Context Optimization ↗Hantao Yao, Rui Zhang, Changsheng Xu252 citations
  100. Generalized Relation Modeling for Transformer Tracking ↗Shenyuan Gao, Chunluan Zhou, Jun Zhang251 citations

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