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ICCV 2023: all accepted papers

2,158 papers · page 3 of 22 · the most cited first · ← ICCV 2023

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  1. Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing ↗Alberto Baldrati, Davide Morelli, Giuseppe Cartella et al.95 citations
  2. UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation ↗Haiyang Wang, Hao Tang, Shaoshuai Shi et al.95 citations
  3. Visible-Infrared Person Re-Identification via Semantic Alignment and Affinity Inference ↗Xingye Fang, Yang Yang, Ying Fu95 citations
  4. GlueStick: Robust Image Matching by Sticking Points and Lines Together ↗Rémi Pautrat, Iago Suárez, Yifan Yu et al.94 citations
  5. Localizing Object-level Shape Variations with Text-to-Image Diffusion Models ↗Or Patashnik, Daniel Garibi, Idan Azuri et al.94 citations
  6. SiLK: Simple Learned Keypoints ↗Pierre Gleize, Wei‐Yao Wang, Matt Feiszli94 citations
  7. Towards Zero-Shot Scale-Aware Monocular Depth Estimation ↗Vitor Guizilini, Igor Vasiljevic, Dian Chen et al.94 citations
  8. GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning ↗Jianqing Zhang, Hua Yang, Hao Wang et al.93 citations
  9. DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders ↗Xiaoyang Kang, Tao Yang, Wenqi Ouyang et al.92 citations
  10. ExposureDiffusion: Learning to Expose for Low-light Image Enhancement ↗Yufei Wang, Yi Yu, Wenhan Yang et al.92 citations
  11. GPGait: Generalized Pose-based Gait Recognition ↗Yang Fu, Shibei Meng, Saihui Hou et al.92 citations
  12. Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification ↗Bin Yang, Jun Chen, Mang Ye92 citations
  13. ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation ↗Görkay Aydemir, Adil Kaan Akan, Fatma Güney91 citations
  14. NeRF-LOAM: Neural Implicit Representation for Large-Scale Incremental LiDAR Odometry and Mapping ↗Junyuan Deng, Qi Wu, Xieyuanli Chen et al.91 citations
  15. SuS-X: Training-Free Name-Only Transfer of Vision-Language Models ↗Vishaal Udandarao, Ankush Gupta, Samuel Albanie91 citations
  16. TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models ↗Tianshi Cao, Karsten Kreis, Sanja Fidler et al.91 citations
  17. Masked Diffusion Transformer is a Strong Image Synthesizer ↗Shanghua Gao, Pan Zhou, Ming‐Ming Cheng et al.90 citations
  18. Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation ↗Zunnan Xu, Zhihong Chen, Yong Zhang et al.88 citations
  19. Feature Prediction Diffusion Model for Video Anomaly Detection ↗Cheng Yan, Shiyu Zhang, Yang Liu et al.88 citations
  20. Multiscale Structure Guided Diffusion for Image Deblurring ↗Mengwei Ren, Mauricio Delbracio, Hossein Talebi et al.88 citations
  21. Self-Calibrated Cross Attention Network for Few-Shot Segmentation ↗Qianxiong Xu, Wenting Zhao, Guosheng Lin et al.88 citations
  22. Delta Denoising Score ↗Amir Hertz, Kfir Aberman, Daniel Cohen‐Or87 citations
  23. Normalizing Flows for Human Pose Anomaly Detection ↗Or Hirschorn, Shai Avidan87 citations
  24. Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models ↗Lu Dong, Zhiqiang Wang, Teng Wang et al.87 citations
  25. PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment ↗Jianyuan Wang, Christian Rupprecht, David Novotný86 citations
  26. TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance ↗Kan Wu, Houwen Peng, Zhenghong Zhou et al.84 citations
  27. Vision HGNN: An Image is More than a Graph of Nodes ↗Yan Han, Peihao Wang, Souvik Kundu et al.84 citations
  28. Zenseact Open Dataset: A large-scale and diverse multimodal dataset for autonomous driving ↗Mina Alibeigi, William Ljungbergh, Adam Tonderski et al.84 citations
  29. AerialVLN: Vision-and-Language Navigation for UAVs ↗Shubo Liu, Hongsheng Zhang, Yuankai Qi et al.83 citations
  30. CASSPR: Cross Attention Single Scan Place Recognition ↗Yan Xia, Mariia Gladkova, Rui Wang et al.83 citations
  31. DLGSANet: Lightweight Dynamic Local and Global Self-Attention Network for Image Super-Resolution ↗Xiang Li, Jiangxin Dong, Jinhui Tang et al.83 citations
  32. IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models ↗Fadi Boutros, Jonas Henry Grebe, Arjan Kuijper et al.83 citations
  33. Imitator: Personalized Speech-driven 3D Facial Animation ↗Balamurugan Thambiraja, Ikhsanul Habibie, Sadegh Aliakbarian et al.83 citations
  34. MatrixCity: A Large-scale City Dataset for City-scale Neural Rendering and Beyond ↗Yixuan Li, Lihan Jiang, Linning Xu et al.83 citations
  35. Unified Pre-training with Pseudo Texts for Text-To-Image Person Re-identification ↗Zhiyin Shao, Xinyu Zhang, Changxing Ding et al.83 citations
  36. Zero-Shot Contrastive Loss for Text-Guided Diffusion Image Style Transfer ↗Serin Yang, Hyunmin Hwang, Jong Chul Ye83 citations
  37. AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts ↗Tianlong Chen, Xuxi Chen, Xianzhi Du et al.82 citations
  38. Anti-DreamBooth: Protecting users from personalized text-to-image synthesis ↗Thanh Van Le, Hao Phung, Thuan Hoang Nguyen et al.82 citations
  39. EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone ↗Shraman Pramanick, Yale Song, Sayan Nag et al.82 citations
  40. GridMM: Grid Memory Map for Vision-and-Language Navigation ↗Zihan Wang, Xiangyang Li, Jiahao Yang et al.82 citations
  41. Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery ↗Bingchen Zhao, Xin Wen, Kai Han82 citations
  42. Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection ↗Alessandro Flaborea, Luca Collorone, Guido Maria D’Amely di Melendugno et al.82 citations
  43. Perpetual Humanoid Control for Real-time Simulated Avatars ↗Zhengyi Luo, Jinkun Cao, Alexander Winkler et al.82 citations
  44. DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving ↗Xiaosong Jia, Yulu Gao, Li Chen et al.81 citations
  45. NerfAcc: Efficient Sampling Accelerates NeRFs ↗Ruilong Li, Hang Gao, Matthew Tancik et al.81 citations
  46. RegFormer: An Efficient Projection-Aware Transformer Network for Large-Scale Point Cloud Registration ↗Jiuming Liu, Guangming Wang, Zhe Liu et al.81 citations
  47. SHERF: Generalizable Human NeRF from a Single Image ↗Shoukang Hu, Fangzhou Hong, Liang Pan et al.81 citations
  48. TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation ↗Jie Zhang, Chen Chen, Weiming Zhuang et al.81 citations
  49. CiteTracker: Correlating Image and Text for Visual Tracking ↗Xin Li, Yuqing Huang, Zhenyu He et al.80 citations
  50. DiffusionRet: Generative Text-Video Retrieval with Diffusion Model ↗Peng Jin, Hao Li, Zesen Cheng et al.80 citations
  51. Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning ↗Chun-Mei Feng, Kai Yu, Yong Liu et al.80 citations
  52. DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion Models ↗Karl Holmquist, Bastian Wandt79 citations
  53. HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation ↗Xuan Ju, Ailing Zeng, Chenchen Zhao et al.79 citations
  54. MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer ↗Fudong Lin, Summer Crawford, Kaleb Guillot et al.79 citations
  55. An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability ↗Bin Chen, Jia-Li Yin, Shukai Chen et al.78 citations
  56. FineDance: A Fine-grained Choreography Dataset for 3D Full Body Dance Generation ↗Ronghui Li, Junfan Zhao, Yachao Zhang et al.78 citations
  57. Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement ↗Xiangyang Zhu, Renrui Zhang, Bowei He et al.78 citations
  58. PRIOR: Prototype Representation Joint Learning from Medical Images and Reports ↗Pujin Cheng, Li Lin, Junyan Lyu et al.78 citations
  59. UniFormerV2: Unlocking the Potential of Image ViTs for Video Understanding ↗Kunchang Li, Limin Wang, Yinan He et al.78 citations
  60. VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation ↗Xiaoyu Shi, Zhaoyang Huang, Weikang Bian et al.78 citations
  61. Hidden Biases of End-to-End Driving Models ↗Bernhard Jaeger, Kashyap Chitta, Andreas Geiger77 citations
  62. Improving Sample Quality of Diffusion Models Using Self-Attention Guidance ↗Susung Hong, Gyuseong Lee, Wooseok Jang et al.77 citations
  63. Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection ↗Longrong Yang, Xianpan Zhou, Xuewei Li et al.76 citations
  64. Core: Cooperative Reconstruction for Multi-Agent Perception ↗Binglu Wang, Lei Zhang, Zhaozhong Wang et al.76 citations
  65. DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration ↗Yuchun Miao, Lefei Zhang, Liangpei Zhang et al.76 citations
  66. FLIP: Cross-domain Face Anti-spoofing with Language Guidance ↗Koushik Srivatsan, Muzammal Naseer, Karthik Nandakumar76 citations
  67. NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions ↗Zhang Chen, Zhong Li, Liangchen Song et al.76 citations
  68. A Latent Space of Stochastic Diffusion Models for Zero-Shot Image Editing and Guidance ↗Chen Wu, Fernando N. de la Torre75 citations
  69. UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase ↗Youquan Liu, Runnan Chen, Xin Shane Li et al.75 citations
  70. Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction ↗Miaoyu Li, Ying Fu, Ji Liu et al.74 citations
  71. WaterMask: Instance Segmentation for Underwater Imagery ↗Shijie Lian, Hua Li, Runmin Cong et al.74 citations
  72. Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perception ↗Xiaqing Pan, Nicholas Charron, Yongqian Yang et al.73 citations
  73. LRRU: Long-short Range Recurrent Updating Networks for Depth Completion ↗Yufei Wang, Bo Li, Ge Zhang et al.73 citations
  74. NDDepth: Normal-Distance Assisted Monocular Depth Estimation ↗Shuwei Shao, Zhongcai Pei, Weihai Chen et al.73 citations
  75. Remembering Normality: Memory-guided Knowledge Distillation for Unsupervised Anomaly Detection ↗Zhihao Gu, Liang Liu, Xu Chen et al.73 citations
  76. Revisiting Scene Text Recognition: A Data Perspective ↗Qing Jiang, Jiapeng Wang, Dezhi Peng et al.73 citations
  77. Unified Coarse-to-Fine Alignment for Video-Text Retrieval ↗Ziyang Wang, Yi-Lin Sung, Feng Cheng et al.73 citations
  78. AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism ↗Chongyang Zhong, Lei Hu, Zihao Zhang et al.72 citations
  79. CLIPascene: Scene Sketching with Different Types and Levels of Abstraction ↗Yael Vinker, Yuval Alaluf, Daniel Cohen‐Or et al.72 citations
  80. GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection ↗Ziying Song, Haiyue Wei, Lin Bai et al.72 citations
  81. Lightweight Image Super-Resolution with Superpixel Token Interaction ↗Aiping Zhang, Wenqi Ren, Yi Liu et al.72 citations
  82. Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks ↗Sixiang Chen, Ye Tian, Jinbin Bai et al.72 citations
  83. UATVR: Uncertainty-Adaptive Text-Video Retrieval ↗Bo Fang, Wenhao Wu, Chang Liu et al.72 citations
  84. Multi-scale Residual Low-Pass Filter Network for Image Deblurring ↗Jiangxin Dong, Jinshan Pan, Zhongbao Yang et al.71 citations
  85. Multi3DRefer: Grounding Text Description to Multiple 3D Objects ↗Yiming Zhang, ZeMing Gong, Angel X. Chang71 citations
  86. STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning ↗Tao Han, Lei Bai, Lingbo Liu et al.71 citations
  87. Beyond One-to-One: Rethinking the Referring Image Segmentation ↗Yutao Hu, Qixiong Wang, Wenqi Shao et al.70 citations
  88. Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation ↗Yuan Gan, Zongxin Yang, Xihang Yue et al.70 citations
  89. Empowering Low-Light Image Enhancer through Customized Learnable Priors ↗Naishan Zheng, Man Zhou, Yanmeng Dong et al.70 citations
  90. Masked Motion Predictors are Strong 3D Action Representation Learners ↗Yunyao Mao, Jiajun Deng, Wengang Zhou et al.70 citations
  91. NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation ↗Jingyang Zhang, Yao Yao, Shiwei Li et al.70 citations
  92. PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3 ↗Yushi Hu, Hang Hua, Zhengyuan Yang et al.70 citations
  93. No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier ↗Zexi Li, Xinyi Shang, Rui He et al.69 citations
  94. Robust Monocular Depth Estimation under Challenging Conditions ↗Stefano Gasperini, Nils Morbitzer, Hyunjun Jung et al.69 citations
  95. CTVIS: Consistent Training for Online Video Instance Segmentation ↗Kaining Ying, Qing Zhong, Weian Mao et al.68 citations
  96. DyGait: Exploiting Dynamic Representations for High-performance Gait Recognition ↗Ming Wang, Xianda Guo, Beibei Lin et al.68 citations
  97. Knowing Where to Focus: Event-aware Transformer for Video Grounding ↗Jinhyun Jang, Jungin Park, Jin Kim et al.68 citations
  98. Transferable Decoding with Visual Entities for Zero-Shot Image Captioning ↗Junjie Fei, Teng Wang, Jinrui Zhang et al.68 citations
  99. Viewset Diffusion: (0-)Image-Conditioned 3D Generative Models from 2D Data ↗Stanisław Szymanowicz, Christian Rupprecht, Andrea Vedaldi68 citations
  100. Content-Aware Local GAN for Photo-Realistic Super-Resolution ↗JoonKyu Park, Sanghyun Son, Kyoung Mu Lee67 citations

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