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2026 顶会论文

作者位次 #4/4ICLR 2026Poster· Computer Vision / Everything Else

LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer

Song Fei · Tian Ye · Lujia Wang · Lei Zhu

作者位次 #14/14ICLR 2026Poster

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

Sixiang Chen · Jianyu Lai · Jialin Gao · Tian Ye · Haoyu Chen · Hengyu Shi · Shitong Shao · Yunlong Lin · Song Fei · Zhaohu Xing · Yeying Jin · Junfeng Luo · Xiaoming Wei · Lei Zhu

OpenReview

作者位次 #9/9CVPR 2026Poster· Computer Vision & Pattern Recognition

PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback

Sixiang Chen · Jianyu Lai · Jialin Gao · Hengyu Shi · Zhongying Liu · Tian Ye · Junfeng Luo · Xiaoming Wei · Lei Zhu

多模态强化学习与后训练理论与学习动力学OpenReview 项目页

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

UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios

Tian Ye · Song Fei · Lei Zhu

多模态OpenReview 项目页

作者位次 #3/5SIGGRAPH 2026Oral· Computer Graphics (Conference Track)

Generative Texture Filtering

Rongjia Zheng · Shangwei Huang · Lei Zhu · Wei-Shi Zheng · Qing Zhang

OpenReview

作者位次 #3/4ICRA 2026Oral· Robotics & Automation

Occlusion-Aware Consistent Model Predictive Control for Robot Navigation in Occluded Obstacle-Dense Environments

Minzhe Zheng · Lei Zheng · Lei Zhu · Jun Ma

OpenReview

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

SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection

Shuaibo Li · Yijun Yang · Zhaohu Xing · Hongqiu Wang · Pengfei HAO · Xingyu Li · Zekai Liu · Qing Zhang · Lei Zhu

多模态理论与学习动力学OpenReview

作者位次 #13/13AAAI 2026Poster· Artificial Intelligence

S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision

Huihui Xu · Jin Ye · Hongqiu Wang · Changkai Ji · Jiashi Lin · Ming Hu · Ziyan Huang · Ying Chen · Chenglong Ma · Tianbin Li · Lihao Liu · Junjun He · Lei Zhu

多模态OpenReview

作者位次 #6/6AAAI 2026Poster· Artificial Intelligence

Toward Real-World High-Precision Image Matting and Segmentation

Haipeng ZHOU · Zhaohu Xing · Hongqiu Wang · Jun Ma · Ping Li · Lei Zhu

多模态OpenReview

Lei Zhu

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2026 顶会论文

LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback

UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios

Generative Texture Filtering

Occlusion-Aware Consistent Model Predictive Control for Robot Navigation in Occluded Obstacle-Dense Environments

SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection

S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision

Toward Real-World High-Precision Image Matting and Segmentation

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