Résultats de recherche auteurs

1

Disentangling Content from Style to Overcome Shortcut Learning: A Hybrid Generative-Discriminative Learning Framework par Fu, Siming, Dong, Sijun, Meng, Xiaoliang

Publié 2025

Fuente: arXiv

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MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance par Wang, Xierui, Fu, Siming, Huang, Qihan, He, Wanggui, Jiang, Hao

Publié 2024

Fuente: arXiv

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A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial Differences par Dong, Sijun, Zuo, Fangcheng, Chen, Geng, Fu, Siming, Meng, Xiaoliang

Publié 2025

Fuente: arXiv

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Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation par Huang, Qihan, Fu, Siming, Liu, Jinlong, Jiang, Hao, Yu, Yipeng, Song, Jie

Publié 2024

Fuente: arXiv

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Exchange Is All You Need for Remote Sensing Change Detection par Dong, Sijun, Fu, Siming, Li, Kaiyu, Cao, Xiangyong, Meng, Xiaoliang, Du, Bo

Publié 2026

Fuente: arXiv

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FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus par Jin, Qiaoqiao, Fu, Siming, She, Dong, Jia, Weinan, Wang, Hualiang, Liu, Mu, Jiang, Jidong

Publié 2025

Fuente: arXiv

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MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement par She, Dong, Fu, Siming, Liu, Mushui, Jin, Qiaoqiao, Wang, Hualiang, Liu, Mu, Jiang, Jidong

Publié 2025

Fuente: arXiv

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TempFlow-GRPO: When Timing Matters for GRPO in Flow Models par He, Xiaoxuan, Fu, Siming, Zhao, Yuke, Li, Wanli, Yang, Jian, Yin, Dacheng, Rao, Fengyun, Zhang, Bo

Publié 2025

Fuente: arXiv

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SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback par He, Xiaoxuan, Fu, Siming, Li, Wanli, Li, Zhiyuan, Yin, Dacheng, Rong, Kang, Rao, Fengyun, Zhang, Bo

Publié 2026

Fuente: arXiv

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Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models par Zhang, Songchun, Xue, Zeyue, Fu, Siming, Huang, Jie, Kong, Xianghao, Ma, Y, Huang, Haoyang, Duan, Nan, Rao, Anyi

Publié 2026

Fuente: arXiv

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11

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation par Ma, Xiaoxiao, Lei, Jiachen, Ren, Tianfei, Huang, Jie, Fu, Siming, Hao, Aiming, Wu, Jiahong, Chu, Xiangxiang, Zhao, Feng

Publié 2026

Fuente: arXiv

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12

OmniForcing: Unleashing Real-time Joint Audio-Visual Generation par Su, Yaofeng, Li, Yuming, Xue, Zeyue, Huang, Jie, Fu, Siming, Li, Haoran, Li, Ying, Qian, Zezhong, Huang, Haoyang, Duan, Nan

Publié 2026

Fuente: arXiv

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RestorerID: Towards Tuning-Free Face Restoration with ID Preservation par Ying, Jiacheng, Liu, Mushui, Wu, Zhe, Zhang, Runming, Yu, Zhu, Fu, Siming, Cao, Si-Yuan, Wu, Chao, Yu, Yunlong, Shen, Hui-Liang

Publié 2024

Fuente: arXiv

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14

CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers par She, D., Liu, Mushui, Pang, Jingxuan, Wang, Jin, Yang, Zhen, He, Wanggui, Zhang, Guanghao, Wang, Yi, Huang, Qihan, Tang, Haobin, Yu, Yunlong, Fu, Siming

Publié 2025

Fuente: arXiv

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15

A Systematic Post-Train Framework for Video Generation par Xue, Zeyue, Fu, Siming, Huang, Jie, Lu, Shuai, Li, Haoran, Liu, Yijun, Li, Yuming, He, Xiaoxuan, Chen, Mengzhao, Huang, Haoyang, Duan, Nan, Luo, Ping

Publié 2026

Fuente: arXiv

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Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization par He, Xiaoxuan, Fu, Siming, Xue, Zeyue, Wang, Weijie, He, Ruizhe, Li, Yuming, Yin, Dacheng, Dong, Shuai, Huang, Haoyang, Wang, Hongfa, Duan, Nan, Zhuang, Bohan

Publié 2026

Fuente: arXiv

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17

OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation par Zhang, Guohui, Ma, XiaoXiao, Huang, Jie, Xu, Hang, Yu, Hu, Fu, Siming, Li, Yuming, Xue, Zeyue, Song, Lin, Huang, Haoyang, Duan, Nan, Zhao, Feng

Publié 2026

Fuente: arXiv

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18

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis par He, Wanggui, Fu, Siming, Liu, Mushui, Wang, Xierui, Xiao, Wenyi, Shu, Fangxun, Wang, Yi, Zhang, Lei, Yu, Zhelun, Li, Haoyuan, Huang, Ziwei, Gan, LeiLei, Jiang, Hao

Publié 2024

Fuente: arXiv

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LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation par Shu, Fangxun, Liao, Yue, Zhuo, Le, Xu, Chenning, Zhang, Lei, Zhang, Guanghao, Shi, Haonan, Chen, Long, Zhong, Tao, He, Wanggui, Fu, Siming, Li, Haoyuan, Li, Bolin, Yu, Zhelun, Liu, Si, Li, Hongsheng, Jiang, Hao

Publié 2024

Fuente: arXiv

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Résultats de la recherche - Fu, Siming

Disentangling Content from Style to Overcome Shortcut Learning: A Hybrid Generative-Discriminative Learning Framework par Fu, Siming, Dong, Sijun, Meng, Xiaoliang

MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance par Wang, Xierui, Fu, Siming, Huang, Qihan, He, Wanggui, Jiang, Hao

A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial Differences par Dong, Sijun, Zuo, Fangcheng, Chen, Geng, Fu, Siming, Meng, Xiaoliang

Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation par Huang, Qihan, Fu, Siming, Liu, Jinlong, Jiang, Hao, Yu, Yipeng, Song, Jie

Exchange Is All You Need for Remote Sensing Change Detection par Dong, Sijun, Fu, Siming, Li, Kaiyu, Cao, Xiangyong, Meng, Xiaoliang, Du, Bo

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus par Jin, Qiaoqiao, Fu, Siming, She, Dong, Jia, Weinan, Wang, Hualiang, Liu, Mu, Jiang, Jidong

MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement par She, Dong, Fu, Siming, Liu, Mushui, Jin, Qiaoqiao, Wang, Hualiang, Liu, Mu, Jiang, Jidong

TempFlow-GRPO: When Timing Matters for GRPO in Flow Models par He, Xiaoxuan, Fu, Siming, Zhao, Yuke, Li, Wanli, Yang, Jian, Yin, Dacheng, Rao, Fengyun, Zhang, Bo

SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback par He, Xiaoxuan, Fu, Siming, Li, Wanli, Li, Zhiyuan, Yin, Dacheng, Rong, Kang, Rao, Fengyun, Zhang, Bo

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models par Zhang, Songchun, Xue, Zeyue, Fu, Siming, Huang, Jie, Kong, Xianghao, Ma, Y, Huang, Haoyang, Duan, Nan, Rao, Anyi

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation par Ma, Xiaoxiao, Lei, Jiachen, Ren, Tianfei, Huang, Jie, Fu, Siming, Hao, Aiming, Wu, Jiahong, Chu, Xiangxiang, Zhao, Feng

OmniForcing: Unleashing Real-time Joint Audio-Visual Generation par Su, Yaofeng, Li, Yuming, Xue, Zeyue, Huang, Jie, Fu, Siming, Li, Haoran, Li, Ying, Qian, Zezhong, Huang, Haoyang, Duan, Nan

RestorerID: Towards Tuning-Free Face Restoration with ID Preservation par Ying, Jiacheng, Liu, Mushui, Wu, Zhe, Zhang, Runming, Yu, Zhu, Fu, Siming, Cao, Si-Yuan, Wu, Chao, Yu, Yunlong, Shen, Hui-Liang

CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers par She, D., Liu, Mushui, Pang, Jingxuan, Wang, Jin, Yang, Zhen, He, Wanggui, Zhang, Guanghao, Wang, Yi, Huang, Qihan, Tang, Haobin, Yu, Yunlong, Fu, Siming

A Systematic Post-Train Framework for Video Generation par Xue, Zeyue, Fu, Siming, Huang, Jie, Lu, Shuai, Li, Haoran, Liu, Yijun, Li, Yuming, He, Xiaoxuan, Chen, Mengzhao, Huang, Haoyang, Duan, Nan, Luo, Ping

Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization par He, Xiaoxuan, Fu, Siming, Xue, Zeyue, Wang, Weijie, He, Ruizhe, Li, Yuming, Yin, Dacheng, Dong, Shuai, Huang, Haoyang, Wang, Hongfa, Duan, Nan, Zhuang, Bohan

OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation par Zhang, Guohui, Ma, XiaoXiao, Huang, Jie, Xu, Hang, Yu, Hu, Fu, Siming, Li, Yuming, Xue, Zeyue, Song, Lin, Huang, Haoyang, Duan, Nan, Zhao, Feng

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis par He, Wanggui, Fu, Siming, Liu, Mushui, Wang, Xierui, Xiao, Wenyi, Shu, Fangxun, Wang, Yi, Zhang, Lei, Yu, Zhelun, Li, Haoyuan, Huang, Ziwei, Gan, LeiLei, Jiang, Hao

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation par Shu, Fangxun, Liao, Yue, Zhuo, Le, Xu, Chenning, Zhang, Lei, Zhang, Guanghao, Shi, Haonan, Chen, Long, Zhong, Tao, He, Wanggui, Fu, Siming, Li, Haoyuan, Li, Bolin, Yu, Zhelun, Liu, Si, Li, Hongsheng, Jiang, Hao

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