---
title: "ICCV 2023 — all accepted papers with summaries and citations"
description: "All 2,158 papers of ICCV 2023 · page 1 of 22, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2023/papers/"
---
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# ICCV 2023: all accepted papers

2,158 papers · page 1 of 22 · the most cited first · [← ICCV 2023](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2023/)

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1. **[Segment Anything ↗](https://doi.org/10.1109/iccv51070.2023.00371)**Alexander Kirillov, Eric Mintun, Nikhila Ravi et al.*10,910 citations*
2. **[Adding Conditional Control to Text-to-Image Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.00355)**Lvmin Zhang, Anyi Rao, Maneesh Agrawala*4,408 citations*
3. **[Scalable Diffusion Models with Transformers](https://md.research.elamur.ai/free/en/papers/peebles-2022-scalable-diffusion-models-transformers/)**William Peebles, Saining Xie*2,183 citations · our summary*
4. **[Sigmoid Loss for Language Image Pre-Training](https://md.research.elamur.ai/free/en/papers/zhai-2023-sigmoid-loss-language-image-pre/)**Xiaohua Zhai, Basil Mustafa, Alexander Kolesnikov et al.*1,060 citations · our summary*
5. **[LightGlue: Local Feature Matching at Light Speed ↗](https://doi.org/10.1109/iccv51070.2023.01616)**Philipp Lindenberger, Paul-Edouard Sarlin, Marc Pollefeys*943 citations*
6. **[Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement ↗](https://doi.org/10.1109/iccv51070.2023.01149)**Yuanhao Cai, Hao Bian, Jing Lin et al.*896 citations*
7. **[Large Selective Kernel Network for Remote Sensing Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.01540)**Yuxuan Li, Qibin Hou, Zhaohui Zheng et al.*893 citations*
8. **[Zero-1-to-3: Zero-shot One Image to 3D Object ↗](https://doi.org/10.1109/iccv51070.2023.00853)**Ruoshi Liu, Rundi Wu, Basile Van Hoorick et al.*841 citations*
9. **[Learning to Upsample by Learning to Sample ↗](https://doi.org/10.1109/iccv51070.2023.00554)**Wenze Liu, Hao Lü, Hongtao Fu et al.*792 citations*
10. **[Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.00558)**Yaolei Qi, Yuting He, Xiaoming Qi et al.*617 citations*
11. **[DiffusionDet: Diffusion Model for Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.01816)**Shoufa Chen, Peize Sun, Yibing Song et al.*598 citations*
12. **[DETRs with Collaborative Hybrid Assignments Training ↗](https://doi.org/10.1109/iccv51070.2023.00621)**Zhuofan Zong, Guanglu Song, Yu Liu*592 citations*
13. **[Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation ↗](https://doi.org/10.1109/iccv51070.2023.00701)**Jay Zhangjie Wu, Yixiao Ge, Xintao Wang et al.*575 citations*
14. **[Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields ↗](https://doi.org/10.1109/iccv51070.2023.01804)**Jonathan T. Barron, Ben Mildenhall, Dor Verbin et al.*536 citations*
15. **[Dual Aggregation Transformer for Image Super-Resolution ↗](https://doi.org/10.1109/iccv51070.2023.01131)**Zheng Chen, Yulun Zhang, Jinjin Gu et al.*459 citations*
16. **[LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models](https://md.research.elamur.ai/free/en/papers/song-2022-llm-planner-few-shot-grounded/)**Chan 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 ↗](https://doi.org/10.1109/iccv51070.2023.02062)**Mingdeng Cao, Xintao Wang, Zhongang Qi et al.*413 citations*
18. **[Structure and Content-Guided Video Synthesis with Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.00675)**Patrick Esser, Johnathan Chiu, Parmida Atighehchian et al.*391 citations*
19. **[DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion ↗](https://doi.org/10.1109/iccv51070.2023.00742)**Zixiang Zhao, Haowen Bai, Yuanzhi Zhu et al.*390 citations*
20. **[DiffIR: Efficient Diffusion Model for Image Restoration ↗](https://doi.org/10.1109/iccv51070.2023.01204)**Bin Xia, Yulun Zhang, Shiyin Wang et al.*386 citations*
21. **[PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images ↗](https://doi.org/10.1109/iccv51070.2023.00302)**Yingfei Liu, Junjie Yan, Fan Jia et al.*384 citations*
22. **[Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators ↗](https://doi.org/10.1109/iccv51070.2023.01462)**Levon Khachatryan, Andranik Movsisyan, Vahram Tadevosyan et al.*384 citations*
23. **[SRFormer: Permuted Self-Attention for Single Image Super-Resolution ↗](https://doi.org/10.1109/iccv51070.2023.01174)**Yupeng Zhou, Zhen Li, Chunle Guo et al.*374 citations*
24. **[LERF: Language Embedded Radiance Fields ↗](https://doi.org/10.1109/iccv51070.2023.01807)**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 ↗](https://doi.org/10.1109/iccv51070.2023.02033)**Rui Chen, Yongwei Chen, Ningxin Jiao et al.*369 citations*
26. **[MotionBERT: A Unified Perspective on Learning Human Motion Representations ↗](https://doi.org/10.1109/iccv51070.2023.01385)**Wentao Zhu, Xiaoxuan Ma, Zhaoyang Liu et al.*348 citations*
27. **[CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection ↗](https://doi.org/10.1109/iccv51070.2023.01934)**Jie Liu, Yixiao Zhang, Jie-Neng Chen et al.*333 citations*
28. **[FLatten Transformer: Vision Transformer using Focused Linear Attention ↗](https://doi.org/10.1109/iccv51070.2023.00548)**Dongchen Han, Xuran Pan, Yizeng Han et al.*333 citations*
29. **[EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction ↗](https://doi.org/10.1109/iccv51070.2023.01587)**Han Cai, Junyan Li, Muyan Hu et al.*332 citations*
30. **[VAD: Vectorized Scene Representation for Efficient Autonomous Driving ↗](https://doi.org/10.1109/iccv51070.2023.00766)**Bo Jiang, Shaoyu Chen, Qing Xu et al.*332 citations*
31. **[DIRE for Diffusion-Generated Image Detection ↗](https://doi.org/10.1109/iccv51070.2023.02051)**Zhendong Wang, Jianmin Bao, Wengang Zhou et al.*330 citations*
32. **[Rethinking Vision Transformers for MobileNet Size and Speed ↗](https://doi.org/10.1109/iccv51070.2023.01549)**Yanyu Li, Hu Ju, Yang Wen et al.*329 citations*
33. **[Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition ↗](https://doi.org/10.1109/iccv51070.2023.00958)**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 ↗](https://doi.org/10.1109/iccv51070.2023.00745)**Jinyuan Liu, Zhu Liu, Guanyao Wu et al.*316 citations*
35. **[Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions ↗](https://doi.org/10.1109/iccv51070.2023.01808)**Ayaan Haque, Matthew Tancik, Alexei A. Efros et al.*314 citations*
36. **[Rethinking Mobile Block for Efficient Attention-based Models ↗](https://doi.org/10.1109/iccv51070.2023.00134)**Jiangning Zhang, Xiangtai Li, Jian Li et al.*313 citations*
37. **[ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes ↗](https://doi.org/10.1109/iccv51070.2023.00008)**Chandan Yeshwanth, Yueh-Cheng Liu, Matthias Nießner et al.*306 citations*
38. **[SegGPT: Towards Segmenting Everything In Context ↗](https://doi.org/10.1109/iccv51070.2023.00110)**Xinlong Wang, Xiaosong Zhang, Yue Cao et al.*305 citations*
39. **[Prompt-aligned Gradient for Prompt Tuning ↗](https://doi.org/10.1109/iccv51070.2023.01435)**Beier Zhu, Yulei Niu, Yucheng Han et al.*298 citations*
40. **[Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution ↗](https://doi.org/10.1109/iccv51070.2023.01213)**Long Sun, Jiangxin Dong, Jinhui Tang et al.*289 citations*
41. **[Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model ↗](https://doi.org/10.1109/iccv51070.2023.01130)**Xunpeng Yi, Han Xu, Hao Zhang et al.*286 citations*
42. **[Focal Network for Image Restoration ↗](https://doi.org/10.1109/iccv51070.2023.01195)**Yuning Cui, Wenqi Ren, Xiaochun Cao et al.*281 citations*
43. **[NeuS2: Fast Learning of Neural Implicit Surfaces for Multi-view Reconstruction ↗](https://doi.org/10.1109/iccv51070.2023.00305)**Yiming Wang, Qin Han, Marc Habermann et al.*281 citations*
44. **[Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.00335)**Shihao Wang, Yingfei Liu, Tiancai Wang et al.*279 citations*
45. **[SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications ↗](https://doi.org/10.1109/iccv51070.2023.01598)**Abdelrahman Shaker, Muhammad Maaz, Hanoona Rasheed et al.*279 citations*
46. **[Humans in 4D: Reconstructing and Tracking Humans with Transformers ↗](https://doi.org/10.1109/iccv51070.2023.01358)**Shubham Goel, Georgios Pavlakos, Jathushan Rajasegaran et al.*272 citations*
47. **[SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis ↗](https://doi.org/10.1109/iccv51070.2023.00832)**Guangcong Wang, Zhaoxi Chen, Chen Change Loy et al.*266 citations*
48. **[Implicit Neural Representation for Cooperative Low-light Image Enhancement ↗](https://doi.org/10.1109/iccv51070.2023.01187)**Shuzhou Yang, Moxuan Ding, Yanmin Wu et al.*261 citations*
49. **[SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving ↗](https://doi.org/10.1109/iccv51070.2023.01986)**Yi Wei, Linqing Zhao, Wenzhao Zheng et al.*260 citations*
50. **[MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing ↗](https://doi.org/10.1109/iccv51070.2023.01176)**Yuwei Qiu, Kaihao Zhang, Chenxi Wang et al.*257 citations*
51. **[Self-regulating Prompts: Foundational Model Adaptation without Forgetting ↗](https://doi.org/10.1109/iccv51070.2023.01394)**Muhammad Uzair Khattak, Syed Talal Wasim, Muzammal Naseer et al.*251 citations*
52. **[Point-SLAM: Dense Neural Point Cloud-based SLAM ↗](https://doi.org/10.1109/iccv51070.2023.01690)**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 ↗](https://doi.org/10.1109/iccv51070.2023.01461)**Yuxiang Wei, Yabo Zhang, Zhilong Ji et al.*244 citations*
54. **[Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning ↗](https://doi.org/10.1109/iccv51070.2023.00378)**Colorado Reed, Ritwik Gupta, Shufan Li et al.*241 citations*
55. **[Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment ↗](https://doi.org/10.1109/iccv51070.2023.00610)**Qiang Chen, Xiaokang Chen, Jian Wang et al.*238 citations*
56. **[PhysDiff: Physics-Guided Human Motion Diffusion Model ↗](https://doi.org/10.1109/iccv51070.2023.01467)**Ye Yuan, Jiaming Song, Umar Iqbal et al.*235 citations*
57. **[Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image ↗](https://doi.org/10.1109/iccv51070.2023.00830)**Wei Yin, Chi Zhang, Hao Chen et al.*233 citations*
58. **[UCF: Uncovering Common Features for Generalizable Deepfake Detection ↗](https://doi.org/10.1109/iccv51070.2023.02048)**Zhiyuan Yan, Yong Zhang, Yanbo Fan et al.*233 citations*
59. **[ViperGPT: Visual Inference via Python Execution for Reasoning](https://md.research.elamur.ai/free/en/papers/suris-2023-vipergpt-visual-inference-python-execution/)**Dídac Surís, Sachit Menon, Carl Vondrick*232 citations · our summary*
60. **[The Stable Signature: Rooting Watermarks in Latent Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.02053)**Pierre Fernandez, Guillaume Couairon, Hervé Jeǵou et al.*229 citations*
61. **[Erasing Concepts from Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.00230)**Rohit Gandikota, Joanna Materzyńska, Jaden Fiotto-Kaufman et al.*227 citations*
62. **[FateZero: Fusing Attentions for Zero-shot Text-based Video Editing ↗](https://doi.org/10.1109/iccv51070.2023.01460)**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 ↗](https://doi.org/10.1109/iccv51070.2023.01438)**Sarah Pratt, Ian Covert, Rosanne Liu et al.*217 citations*
64. **[Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives ↗](https://doi.org/10.1109/iccv51070.2023.01843)**Haoning Wu, Erli Zhang, Liang Liao et al.*215 citations*
65. **[Iterative Prompt Learning for Unsupervised Backlit Image Enhancement ↗](https://doi.org/10.1109/iccv51070.2023.00743)**Zhexin Liang, Chongyi Li, Shangchen Zhou et al.*211 citations*
66. **[MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.00840)**Renrui Zhang, Han Qiu, Tai Wang et al.*208 citations*
67. **[OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction ↗](https://doi.org/10.1109/iccv51070.2023.00865)**Yunpeng Zhang, Zheng Dong Zhu, Dalong Du*208 citations*
68. **[Scale-Aware Modulation Meet Transformer ↗](https://doi.org/10.1109/iccv51070.2023.00553)**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 ↗](https://doi.org/10.1109/iccv51070.2023.02086)**Junshu Tang, Tengfei Wang, Bo Zhang et al.*206 citations*
70. **[StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.00706)**Zhizhong Wang, Lei Zhao, Wei Xing*201 citations*
71. **[PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning ↗](https://doi.org/10.1109/iccv51070.2023.00249)**Xiangyang Zhu, Renrui Zhang, Bowei He et al.*196 citations*
72. **[SVDiff: Compact Parameter Space for Diffusion Fine-Tuning ↗](https://doi.org/10.1109/iccv51070.2023.00673)**Ligong Han, Yinxiao Li, Han Zhang et al.*196 citations*
73. **[Adaptive Rotated Convolution for Rotated Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.00606)**Yifan Pu, Yiru Wang, Zhuofan Xia et al.*195 citations*
74. **[SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes ↗](https://doi.org/10.1109/iccv51070.2023.00910)**Yutao Cui, Chenkai Zeng, Xiaoyu Zhao et al.*190 citations*
75. **[Tracking Anything with Decoupled Video Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.00127)**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 ↗](https://doi.org/10.1109/iccv51070.2023.00200)**Xiaoshi Wu, Keqiang Sun, Feng Zhu et al.*188 citations*
77. **[OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception ↗](https://doi.org/10.1109/iccv51070.2023.01636)**Xiaofeng Wang, Zheng Dong Zhu, Wenbo Xu et al.*187 citations*
78. **[UniverSeg: Universal Medical Image Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.01960)**Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma et al.*181 citations*
79. **[Cross Modal Transformer: Towards Fast and Robust 3D Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.01675)**Junjie Yan, Yingfei Liu, Jianjian Sun et al.*179 citations*
80. **[FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization ↗](https://doi.org/10.1109/iccv51070.2023.00532)**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 ↗](https://doi.org/10.1109/iccv51070.2023.00283)**Jaemin Cho, Abhay Zala, Mohit Bansal*175 citations*
82. **[Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation ↗](https://doi.org/10.1109/iccv51070.2023.01545)**Fabian Deuser, Konrad Habel, Norbert Oswald*175 citations*
83. **[Unleashing Text-to-Image Diffusion Models for Visual Perception ↗](https://doi.org/10.1109/iccv51070.2023.00527)**Wenliang Zhao, Yongming Rao, Zuyan Liu et al.*175 citations*
84. **[Pix2Video: Video Editing using Image Diffusion ↗](https://doi.org/10.1109/iccv51070.2023.02121)**Duygu Ceylan, Chun-Hao P. Huang, Niloy J. Mitra*170 citations*
85. **[Rethinking Range View Representation for LiDAR Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.00028)**Lingdong Kong, Youquan Liu, Runnan Chen et al.*164 citations*
86. **[Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models ↗](https://doi.org/10.1109/iccv51070.2023.00727)**Lukas Höllein, Ang Cao, Andrew Owens et al.*164 citations*
87. **[CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training ↗](https://doi.org/10.1109/iccv51070.2023.02025)**Tianyu Huang, Bowen Dong, Yunhan Yang et al.*163 citations*
88. **[ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution ↗](https://doi.org/10.1109/iccv51070.2023.02109)**Mingjin Zhang, Chi Zhang, Qiming Zhang et al.*162 citations*
89. **[Generative Novel View Synthesis with 3D-Aware Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.00389)**Eric Ryan Chan, Koki Nagano, Matthew A. Chan et al.*162 citations*
90. **[Text2Tex: Text-driven Texture Synthesis via Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.01701)**Dave Zhenyu Chen, Yawar Siddiqui, Hsin-Ying Lee et al.*162 citations*
91. **[Guided Motion Diffusion for Controllable Human Motion Synthesis ↗](https://doi.org/10.1109/iccv51070.2023.00205)**Korrawe Karunratanakul, Konpat Preechakul, Supasorn Suwajanakorn et al.*161 citations*
92. **[MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking ↗](https://doi.org/10.1109/iccv51070.2023.00908)**Ruopeng Gao, Limin Wang*161 citations*
93. **[TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement ↗](https://doi.org/10.1109/iccv51070.2023.00923)**Carl Doersch, Yi Yang, Mel Vecerík et al.*161 citations*
94. **[BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion ↗](https://doi.org/10.1109/iccv51070.2023.00685)**Jinheng Xie, Yuexiang Li, Yawen Huang et al.*160 citations*
95. **[DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models ↗](https://doi.org/10.1109/iccv51070.2023.00117)**Weijia Wu, Yuzhong Zhao, Mike Zheng Shou et al.*160 citations*
96. **[EmoTalk: Speech-Driven Emotional Disentanglement for 3D Face Animation ↗](https://doi.org/10.1109/iccv51070.2023.01891)**Ziqiao Peng, Haoyu Wu, Zhenbo Song et al.*159 citations*
97. **[DreamBooth3D: Subject-Driven Text-to-3D Generation ↗](https://doi.org/10.1109/iccv51070.2023.00223)**Amit Raj, Srinivas Kaza, Ben Poole et al.*158 citations*
98. **[SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding ↗](https://doi.org/10.1109/iccv51070.2023.01538)**Favyen Bastani, Piper Wolters, Ritwik Gupta et al.*158 citations*
99. **[Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation ↗](https://doi.org/10.1109/iccv51070.2023.01356)**Wenkang Shan, Zhenhua Liu, Xinfeng Zhang et al.*157 citations*
100. **[SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM ↗](https://doi.org/10.1109/iccv51070.2023.01239)**Song Tang, Chuang Li, Pu Zhang et al.*156 citations*

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