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2026 顶会论文

作者位次 #7/7ICLR 2026Poster· Computer Vision / Everything Else

UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity

Jingbo Lin · Zhilu Zhang · Wenbo Li · Renjing Pei · Hang Xu · Hongzhi Zhang · Wangmeng Zuo

多模态OpenReview

作者位次 #9/9ICLR 2026Poster

PreferThinker: Reasoning-based Personalized Image Preference Assessment

Shengqi Xu · Xinpeng Zhou · Yabo Zhang · Ming Liu · Tao Liang · Tianyu Zhang · Yalong Bai · Zuxuan Wu · Wangmeng Zuo

对齐与偏好推理多模态OpenReview

作者位次 #5/5ICLR 2026Poster

DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences

Shuohao Zhang · Zhilu Zhang · RongJian Xu · Xiaohe Wu · Wangmeng Zuo

多模态OpenReview

作者位次 #5/8ICLR 2026Poster· Computer Vision / Image and Video Generation

MoSA: Motion-Coherent Human Video Generation via Structure-Appearance Decoupling

Haoyu Wang · Hao Tang · Donglin Di · Zhilu Zhang · Wangmeng Zuo · Feng Gao · Siwei Ma · Shiliang Zhang

多模态社会与人本OpenReview

作者位次 #4/4ICLR 2026Poster· Computer Vision / 3D Rendering & Reconstruction

Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer

Yecong Wan · Mingwen Shao · Renlong Wu · Wangmeng Zuo

对齐与偏好多模态OpenReview

作者位次 #5/5CVPR 2026Spotlight· Computer Vision & Pattern Recognition

ArtHOI: Taming Foundation Models for Monocular 4D Reconstruction of Hand-Articulated-Object Interactions

Zikai Wang · Zhilu Zhang · Yiqing Wang · Hui Li · Wangmeng Zuo

多模态OpenReview 项目页

作者位次 #12/12CVPR 2026Poster· Computer Vision & Pattern Recognition

HP-Edit: A Human-Preference Post-Training Framework for Image Editing

Fan Li · Chonghuinan Wang · Lina Lei · Yuping Qiu · Jiaqi Xu · Jiaxiu Jiang · Xinran Qin · Zhikai Chen · Fenglong Song · Zhixin Wang · Renjing Pei · Wangmeng Zuo

多模态对齐与偏好强化学习与后训练OpenReview 项目页

作者位次 #8/8CVPR 2026Poster· Computer Vision & Pattern Recognition

CGL: Advancing Continual GUI Learning via Reinforcement Fine-Tuning

Zhenquan Yao · Zitong Huang · Yihan Zeng · Jianhua Han · Hang Xu · Chun-Mei Feng · Jianwei Ma · Wangmeng Zuo

强化学习与后训练智能体与工具多模态OpenReview 项目页

作者位次 #8/8CVPR 2026Spotlight· Computer Vision & Pattern Recognition

Premier: Personalized Preference Modulation with Learnable User Embedding in Text-to-Image Generation

Zihao Wang · Yuxiang WEI · Xinpeng Zhou · Tianyu Zhang · Tao Liang · Yalong Bai · Hongzhi Zhang · Wangmeng Zuo

对齐与偏好多模态OpenReview 项目页

作者位次 #8/8CVPR 2026Poster· Computer Vision & Pattern Recognition

Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining

Weijun Zhuang · Yuqing Huang · Weikang Meng · Xin Li · Ming Liu · Xiaopeng Hong · Yaowei Wang · Wangmeng Zuo

多模态效率与系统数据与预训练OpenReview 项目页

作者位次 #7/8CVPR 2026Poster· Computer Vision & Pattern Recognition

CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions

Chonghuinan Wang · Zihan Chen · Yuxiang WEI · Tianyi Jiang · Xiaohe Wu · Fan Li · Wangmeng Zuo · Hongxun Yao

多模态可解释性评测与基准OpenReview 项目页

作者位次 #5/5CVPR 2026Oral· Computer Vision & Pattern Recognition

S$^2$AM3D: Scale-controllable Part Segmentation of 3D Point Clouds

Han Su · Tianyu Huang · Zichen Wan · Xiaohe Wu · Wangmeng Zuo

多模态OpenReview 项目页

作者位次 #7/7CVPR 2026Poster· Computer Vision & Pattern Recognition

Mind the Generative Details: Direct Localized Detail Preference Optimization for Video Diffusion Models

Zitong Huang · Kaidong Zhang · Yukang Ding · Chao Gao · Rui Ding · Ying Chen · Wangmeng Zuo

多模态对齐与偏好OpenReview 项目页

作者位次 #5/5CVPR 2026Poster· Computer Vision & Pattern Recognition

SelfHVD: Self-Supervised Handheld Video Deblurring

Honglei Xu · Zhilu Zhang · Junjie Fan · Xiaohe Wu · Wangmeng Zuo

多模态OpenReview 项目页

作者位次 #7/8AAAI 2026Poster· Artificial Intelligence

Perceptual Quality Assessment of 3D Gaussian Splatting: A Subjective Dataset and Prediction Metric

Zhaolin Wan · Yining Diao · Jingqi Xu · Hao Wang · Zhiyang Li · Xiaopeng Fan · Wangmeng Zuo · Debin Zhao

数据与预训练OpenReview

作者位次 #5/5AAAI 2026Poster· Artificial Intelligence

Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video

Renlong Wu · Zhilu Zhang · Mingyang Chen · Zifei Yan · Wangmeng Zuo

多模态OpenReview

作者位次 #9/9AAAI 2026Poster· Artificial Intelligence

RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction

Zhicun Yin · Junjie Chen · Ming Liu · Zhixin Wang · Fan Li · Renjing Pei · Xiaoming Li · Rynson W. H. Lau · Wangmeng Zuo

多模态OpenReview

Wangmeng Zuo

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2026 顶会论文

UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity

PreferThinker: Reasoning-based Personalized Image Preference Assessment

DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences

MoSA: Motion-Coherent Human Video Generation via Structure-Appearance Decoupling

Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer

ArtHOI: Taming Foundation Models for Monocular 4D Reconstruction of Hand-Articulated-Object Interactions

HP-Edit: A Human-Preference Post-Training Framework for Image Editing

CGL: Advancing Continual GUI Learning via Reinforcement Fine-Tuning

Premier: Personalized Preference Modulation with Learnable User Embedding in Text-to-Image Generation

Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining

CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions

S$^2$AM3D: Scale-controllable Part Segmentation of 3D Point Clouds

Mind the Generative Details: Direct Localized Detail Preference Optimization for Video Diffusion Models

SelfHVD: Self-Supervised Handheld Video Deblurring

Perceptual Quality Assessment of 3D Gaussian Splatting: A Subjective Dataset and Prediction Metric

Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video

RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction

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