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Diffuse and Disperse: Image Generation with Representation Regularization

10 June 2025

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Papers citing "Diffuse and Disperse: Image Generation with Representation Regularization"

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Title
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Zhiheng Liu Weiming Ren Haozhe Liu Zijian Zhou S. Chen ... Ping Luo Wei Liu Tao Xiang Jonas Schult Yuren Cong 120 0 0 01 Dec 2025
Adversarial Flow Models Shanchuan Lin Ceyuan Yang Zhijie Lin Hao Chen Haoqi Fan GAN 132 0 0 27 Nov 2025
Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling Kyungmin Lee Sihyun Yu Jinwoo Shin AI4CE 234 3 0 28 Oct 2025
Latent Diffusion Model without Variational Autoencoder Minglei Shi Haolin Wang Wenzhao Zheng Ziyang Yuan X. Wu Xintao Wang Pengfei Wan Jie Zhou Jiwen Lu 357 14 0 17 Oct 2025
DM1: MeanFlow with Dispersive Regularization for 1-Step Robotic Manipulation Guowei Zou Haitao Wang Hejun Wu Yukun Qian Yuhang Wang Weibing Li 100 2 0 09 Oct 2025
REAR: Rethinking Visual Autoregressive Models via Generator-Tokenizer Consistency Regularization Qiyuan He Y. Li Haotian Ye Jinghao Wang Xinyao Liao Pheng-Ann Heng Stefano Ermon James Zou Angela Yao DiffM VGen 208 1 0 06 Oct 2025
Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models Runqian Wang Yilun Du DiffM 869 3 0 02 Oct 2025
From Editor to Dense Geometry Estimator Jiyuan Wang Chunyu Lin Lei-huan Sun Rongying Liu Lang Nie Mingxing Li K. Liao Xiangxiang Chu Yao-Min Zhao DiffM MDE 202 6 0 04 Sep 2025
Fitting Image Diffusion Models on Video Datasets Juhun Lee Simon S. Woo VGen 84 0 0 04 Sep 2025
Amadeus: Autoregressive Model with Bidirectional Attribute Modelling for Symbolic Music Hongju Su Ke Li Lan Yang Honggang Zhang Yi-Zhe Song 62 0 0 28 Aug 2025
X2Edit: Revisiting Arbitrary-Instruction Image Editing through Self-Constructed Data and Task-Aware Representation Learning Jian Ma Xujie Zhu Zihao Pan Qirong Peng Xu Guo Chen Chen H. Lu 148 5 0 11 Aug 2025
MolSnap: Snap-Fast Molecular Generation with Latent Variational Mean Flow Md Atik Ahamed Qiang Ye Q. Cheng BDL 121 1 0 07 Aug 2025
D2PPO: Diffusion Policy Policy Optimization with Dispersive Loss Guowei Zou Weibing Li Hejun Wu Yukun Qian Yuhang Wang Haitao Wang 97 0 0 04 Aug 2025
Cross-Architecture Distillation Made Simple with Redundancy Suppression Weijia Zhang Yuehao Liu Wu Ran Chao Ma 166 2 0 29 Jul 2025
MP1: MeanFlow Tames Policy Learning in 1-step for Robotic Manipulation Juyi Sheng Liang Luo Peiming Li Yong Liu 233 5 0 14 Jul 2025
Contrastive Conditional-Unconditional Alignment for Long-tailed Diffusion Model Fang Chen Alex Villa Gongbo Liang Xiaoyi Lu Meng Tang 129 1 0 11 Jul 2025