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2026 顶会论文

作者位次 #11/11NeurIPS 2026Poster

AURA: An Autonomous Retouching Agent with Photographic Visual Thinking

Shuaizheng Liu · Fangzhou Han · Jiarong Liao · Yujing Sun · Lingchen Sun · Ruibin Li · Xinyu Wei · Jie Liang · Hui Zeng · Xindong Zhang · Lei Zhang

智能体与工具多模态OpenReview

作者位次 #4/4NeurIPS 2026Poster

MESS: Multi-Exposure Sequence Synthesis for Generalizable Image Enhancement

Ruodai Cui · Shuaizheng Liu · Rongyuan Wu · Lei Zhang

多模态理论与学习动力学OpenReview

作者位次 #5/5NeurIPS 2026Poster

NSARM: Next-Scale Autoregressive Modeling for Robust Real-World Image Super-Resolution

Xiangtao Kong · Rongyuan Wu · Shuaizheng Liu · Lingchen Sun · Lei Zhang

多模态OpenReview

作者位次 #5/5NeurIPS 2026Poster

BitMTP: When Multi-Token Prediction Meets Low-Bit Large Language Models

Ning Zhang · Shihao Wang · Jinrui Zhang · Chaodong Xiao · Lei Zhang

OpenReview

作者位次 #4/4NeurIPS 2026Poster

Text-Vision Co-Instructed Image Editing

Chenxi Xie · Yuhui Wu · Qiaosi Yi · Lei Zhang

多模态OpenReview

作者位次 #4/5NeurIPS 2026Poster· Computer Vision / Vision Models & Multimodal

Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models

YI ZHONG · Haotong Qin · Xindong Zhang · Lei Zhang · Guolei Sun

多模态效率与系统OpenReview

作者位次 #6/6NeurIPS 2026Poster

DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images

Pengfei Wang · Shihao Wang · liyi chen · Zhiyuan Ma · Guowen Zhang · Lei Zhang

多模态OpenReview

作者位次 #6/6NeurIPS 2026Poster

Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation

Yanjun Guo · Zhengqiang ZHANG · Pengfei Wang · Xinyue Liang · Zhiyuan Ma · Lei Zhang

多模态检索与知识OpenReview

作者位次 #5/6CVPR 2026Poster· Computer Vision & Pattern Recognition

It Takes Two: A Duet of Periodicity and Directionality for Burst Flicker Removal

Lishen Qu · shihao zhou · Jie Liang · Hui Zeng · Lei Zhang · Jufeng Yang

多模态OpenReview 项目页

作者位次 #3/3CVPR 2026Poster· Computer Vision & Pattern Recognition

BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformers

Chaodong Xiao · Zhengqiang ZHANG · Lei Zhang

多模态OpenReview 项目页

Lei Zhang

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2026 顶会论文

AURA: An Autonomous Retouching Agent with Photographic Visual Thinking

MESS: Multi-Exposure Sequence Synthesis for Generalizable Image Enhancement

NSARM: Next-Scale Autoregressive Modeling for Robust Real-World Image Super-Resolution

BitMTP: When Multi-Token Prediction Meets Low-Bit Large Language Models

Text-Vision Co-Instructed Image Editing

Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models

DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images

Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation

It Takes Two: A Duet of Periodicity and Directionality for Burst Flicker Removal

BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformers

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