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ICCV 2023: all accepted papers

2,158 papers · page 1 of 22 · the most cited first · ← ICCV 2023

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  1. Segment Anything ↗Alexander Kirillov, Eric Mintun, Nikhila Ravi et al.10,910 citations
  2. Adding Conditional Control to Text-to-Image Diffusion Models ↗Lvmin Zhang, Anyi Rao, Maneesh Agrawala4,408 citations
  3. Scalable Diffusion Models with TransformersWilliam Peebles, Saining Xie2,183 citations · our summary
  4. Sigmoid Loss for Language Image Pre-TrainingXiaohua Zhai, Basil Mustafa, Alexander Kolesnikov et al.1,060 citations · our summary
  5. LightGlue: Local Feature Matching at Light Speed ↗Philipp Lindenberger, Paul-Edouard Sarlin, Marc Pollefeys943 citations
  6. Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement ↗Yuanhao Cai, Hao Bian, Jing Lin et al.896 citations
  7. Large Selective Kernel Network for Remote Sensing Object Detection ↗Yuxuan Li, Qibin Hou, Zhaohui Zheng et al.893 citations
  8. Zero-1-to-3: Zero-shot One Image to 3D Object ↗Ruoshi Liu, Rundi Wu, Basile Van Hoorick et al.841 citations
  9. Learning to Upsample by Learning to Sample ↗Wenze Liu, Hao Lü, Hongtao Fu et al.792 citations
  10. Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation ↗Yaolei Qi, Yuting He, Xiaoming Qi et al.617 citations
  11. DiffusionDet: Diffusion Model for Object Detection ↗Shoufa Chen, Peize Sun, Yibing Song et al.598 citations
  12. DETRs with Collaborative Hybrid Assignments Training ↗Zhuofan Zong, Guanglu Song, Yu Liu592 citations
  13. Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation ↗Jay Zhangjie Wu, Yixiao Ge, Xintao Wang et al.575 citations
  14. Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields ↗Jonathan T. Barron, Ben Mildenhall, Dor Verbin et al.536 citations
  15. Dual Aggregation Transformer for Image Super-Resolution ↗Zheng Chen, Yulun Zhang, Jinjin Gu et al.459 citations
  16. LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language ModelsChan Hee Song, Brian M. Sadler, Jiaman Wu et al.420 citations · our summary
  17. MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing ↗Mingdeng Cao, Xintao Wang, Zhongang Qi et al.413 citations
  18. Structure and Content-Guided Video Synthesis with Diffusion Models ↗Patrick Esser, Johnathan Chiu, Parmida Atighehchian et al.391 citations
  19. DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion ↗Zixiang Zhao, Haowen Bai, Yuanzhi Zhu et al.390 citations
  20. DiffIR: Efficient Diffusion Model for Image Restoration ↗Bin Xia, Yulun Zhang, Shiyin Wang et al.386 citations
  21. PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images ↗Yingfei Liu, Junjie Yan, Fan Jia et al.384 citations
  22. Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators ↗Levon Khachatryan, Andranik Movsisyan, Vahram Tadevosyan et al.384 citations
  23. SRFormer: Permuted Self-Attention for Single Image Super-Resolution ↗Yupeng Zhou, Zhen Li, Chunle Guo et al.374 citations
  24. LERF: Language Embedded Radiance Fields ↗Justin H. Kerr, Chung Min Kim, Ken Y. Goldberg et al.370 citations
  25. Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation ↗Rui Chen, Yongwei Chen, Ningxin Jiao et al.369 citations
  26. MotionBERT: A Unified Perspective on Learning Human Motion Representations ↗Wentao Zhu, Xiaoxuan Ma, Zhaoyang Liu et al.348 citations
  27. CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection ↗Jie Liu, Yixiao Zhang, Jie-Neng Chen et al.333 citations
  28. FLatten Transformer: Vision Transformer using Focused Linear Attention ↗Dongchen Han, Xuran Pan, Yizeng Han et al.333 citations
  29. EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction ↗Han Cai, Junyan Li, Muyan Hu et al.332 citations
  30. VAD: Vectorized Scene Representation for Efficient Autonomous Driving ↗Bo Jiang, Shaoyu Chen, Qing Xu et al.332 citations
  31. DIRE for Diffusion-Generated Image Detection ↗Zhendong Wang, Jianmin Bao, Wengang Zhou et al.330 citations
  32. Rethinking Vision Transformers for MobileNet Size and Speed ↗Yanyu Li, Hu Ju, Yang Wen et al.329 citations
  33. Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition ↗Jungho Lee, Minhyeok Lee, Dogyoon Lee et al.317 citations
  34. Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation ↗Jinyuan Liu, Zhu Liu, Guanyao Wu et al.316 citations
  35. Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions ↗Ayaan Haque, Matthew Tancik, Alexei A. Efros et al.314 citations
  36. Rethinking Mobile Block for Efficient Attention-based Models ↗Jiangning Zhang, Xiangtai Li, Jian Li et al.313 citations
  37. ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes ↗Chandan Yeshwanth, Yueh-Cheng Liu, Matthias Nießner et al.306 citations
  38. SegGPT: Towards Segmenting Everything In Context ↗Xinlong Wang, Xiaosong Zhang, Yue Cao et al.305 citations
  39. Prompt-aligned Gradient for Prompt Tuning ↗Beier Zhu, Yulei Niu, Yucheng Han et al.298 citations
  40. Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution ↗Long Sun, Jiangxin Dong, Jinhui Tang et al.289 citations
  41. Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model ↗Xunpeng Yi, Han Xu, Hao Zhang et al.286 citations
  42. Focal Network for Image Restoration ↗Yuning Cui, Wenqi Ren, Xiaochun Cao et al.281 citations
  43. NeuS2: Fast Learning of Neural Implicit Surfaces for Multi-view Reconstruction ↗Yiming Wang, Qin Han, Marc Habermann et al.281 citations
  44. Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection ↗Shihao Wang, Yingfei Liu, Tiancai Wang et al.279 citations
  45. SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications ↗Abdelrahman Shaker, Muhammad Maaz, Hanoona Rasheed et al.279 citations
  46. Humans in 4D: Reconstructing and Tracking Humans with Transformers ↗Shubham Goel, Georgios Pavlakos, Jathushan Rajasegaran et al.272 citations
  47. SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis ↗Guangcong Wang, Zhaoxi Chen, Chen Change Loy et al.266 citations
  48. Implicit Neural Representation for Cooperative Low-light Image Enhancement ↗Shuzhou Yang, Moxuan Ding, Yanmin Wu et al.261 citations
  49. SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving ↗Yi Wei, Linqing Zhao, Wenzhao Zheng et al.260 citations
  50. MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing ↗Yuwei Qiu, Kaihao Zhang, Chenxi Wang et al.257 citations
  51. Self-regulating Prompts: Foundational Model Adaptation without Forgetting ↗Muhammad Uzair Khattak, Syed Talal Wasim, Muzammal Naseer et al.251 citations
  52. Point-SLAM: Dense Neural Point Cloud-based SLAM ↗Erik Sandström, Yue Li, Luc Van Gool et al.246 citations
  53. ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation ↗Yuxiang Wei, Yabo Zhang, Zhilong Ji et al.244 citations
  54. Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning ↗Colorado Reed, Ritwik Gupta, Shufan Li et al.241 citations
  55. Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment ↗Qiang Chen, Xiaokang Chen, Jian Wang et al.238 citations
  56. PhysDiff: Physics-Guided Human Motion Diffusion Model ↗Ye Yuan, Jiaming Song, Umar Iqbal et al.235 citations
  57. Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image ↗Wei Yin, Chi Zhang, Hao Chen et al.233 citations
  58. UCF: Uncovering Common Features for Generalizable Deepfake Detection ↗Zhiyuan Yan, Yong Zhang, Yanbo Fan et al.233 citations
  59. ViperGPT: Visual Inference via Python Execution for ReasoningDídac Surís, Sachit Menon, Carl Vondrick232 citations · our summary
  60. The Stable Signature: Rooting Watermarks in Latent Diffusion Models ↗Pierre Fernandez, Guillaume Couairon, Hervé Jeǵou et al.229 citations
  61. Erasing Concepts from Diffusion Models ↗Rohit Gandikota, Joanna Materzyńska, Jaden Fiotto-Kaufman et al.227 citations
  62. FateZero: Fusing Attentions for Zero-shot Text-based Video Editing ↗Chenyang Qi, Xiaodong Cun, Yong Zhang et al.224 citations
  63. What does a platypus look like? Generating customized prompts for zero-shot image classification ↗Sarah Pratt, Ian Covert, Rosanne Liu et al.217 citations
  64. Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives ↗Haoning Wu, Erli Zhang, Liang Liao et al.215 citations
  65. Iterative Prompt Learning for Unsupervised Backlit Image Enhancement ↗Zhexin Liang, Chongyi Li, Shangchen Zhou et al.211 citations
  66. MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection ↗Renrui Zhang, Han Qiu, Tai Wang et al.208 citations
  67. OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction ↗Yunpeng Zhang, Zheng Dong Zhu, Dalong Du208 citations
  68. Scale-Aware Modulation Meet Transformer ↗Weifeng Lin, Ziheng Wu, Jiayu Chen et al.208 citations
  69. Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior ↗Junshu Tang, Tengfei Wang, Bo Zhang et al.206 citations
  70. StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models ↗Zhizhong Wang, Lei Zhao, Wei Xing201 citations
  71. PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning ↗Xiangyang Zhu, Renrui Zhang, Bowei He et al.196 citations
  72. SVDiff: Compact Parameter Space for Diffusion Fine-Tuning ↗Ligong Han, Yinxiao Li, Han Zhang et al.196 citations
  73. Adaptive Rotated Convolution for Rotated Object Detection ↗Yifan Pu, Yiru Wang, Zhuofan Xia et al.195 citations
  74. SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes ↗Yutao Cui, Chenkai Zeng, Xiaoyu Zhao et al.190 citations
  75. Tracking Anything with Decoupled Video Segmentation ↗Ho Kei Cheng, Seoung Wug Oh, Brian L. Price et al.189 citations
  76. Human Preference Score: Better Aligning Text-to-image Models with Human Preference ↗Xiaoshi Wu, Keqiang Sun, Feng Zhu et al.188 citations
  77. OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception ↗Xiaofeng Wang, Zheng Dong Zhu, Wenbo Xu et al.187 citations
  78. UniverSeg: Universal Medical Image Segmentation ↗Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma et al.181 citations
  79. Cross Modal Transformer: Towards Fast and Robust 3D Object Detection ↗Junjie Yan, Yingfei Liu, Jianjian Sun et al.179 citations
  80. FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization ↗Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff X. Zhu et al.176 citations
  81. DALL-EVAL: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ↗Jaemin Cho, Abhay Zala, Mohit Bansal175 citations
  82. Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation ↗Fabian Deuser, Konrad Habel, Norbert Oswald175 citations
  83. Unleashing Text-to-Image Diffusion Models for Visual Perception ↗Wenliang Zhao, Yongming Rao, Zuyan Liu et al.175 citations
  84. Pix2Video: Video Editing using Image Diffusion ↗Duygu Ceylan, Chun-Hao P. Huang, Niloy J. Mitra170 citations
  85. Rethinking Range View Representation for LiDAR Segmentation ↗Lingdong Kong, Youquan Liu, Runnan Chen et al.164 citations
  86. Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models ↗Lukas Höllein, Ang Cao, Andrew Owens et al.164 citations
  87. CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training ↗Tianyu Huang, Bowen Dong, Yunhan Yang et al.163 citations
  88. ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution ↗Mingjin Zhang, Chi Zhang, Qiming Zhang et al.162 citations
  89. Generative Novel View Synthesis with 3D-Aware Diffusion Models ↗Eric Ryan Chan, Koki Nagano, Matthew A. Chan et al.162 citations
  90. Text2Tex: Text-driven Texture Synthesis via Diffusion Models ↗Dave Zhenyu Chen, Yawar Siddiqui, Hsin-Ying Lee et al.162 citations
  91. Guided Motion Diffusion for Controllable Human Motion Synthesis ↗Korrawe Karunratanakul, Konpat Preechakul, Supasorn Suwajanakorn et al.161 citations
  92. MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking ↗Ruopeng Gao, Limin Wang161 citations
  93. TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement ↗Carl Doersch, Yi Yang, Mel Vecerík et al.161 citations
  94. BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion ↗Jinheng Xie, Yuexiang Li, Yawen Huang et al.160 citations
  95. DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models ↗Weijia Wu, Yuzhong Zhao, Mike Zheng Shou et al.160 citations
  96. EmoTalk: Speech-Driven Emotional Disentanglement for 3D Face Animation ↗Ziqiao Peng, Haoyu Wu, Zhenbo Song et al.159 citations
  97. DreamBooth3D: Subject-Driven Text-to-3D Generation ↗Amit Raj, Srinivas Kaza, Ben Poole et al.158 citations
  98. SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding ↗Favyen Bastani, Piper Wolters, Ritwik Gupta et al.158 citations
  99. Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation ↗Wenkang Shan, Zhenhua Liu, Xinfeng Zhang et al.157 citations
  100. SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM ↗Song Tang, Chuang Li, Pu Zhang et al.156 citations

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