Title
LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer Yuzhuo Chen Zehua Ma Jianhua Wang Kai Kang Shunyu Yao Weiming Zhang VLM 133 2 0 24 Dec 2025
Highly Efficient Test-Time Scaling for T2I Diffusion Models with Text Embedding Perturbation Hang Xu Linjiang Huang Feng Zhao DiffM 57 0 0 03 Dec 2025
Taming Camera-Controlled Video Generation with Verifiable Geometry Reward Zhaoqing Wang Xiaobo Xia Zhuolin Bie Jinlin Liu Dongdong Yu Jia-Wang Bian Changhu Wang EGVM VGen 129 0 0 02 Dec 2025
MultiShotMaster: A Controllable Multi-Shot Video Generation Framework Qinghe Wang Xiaoyu Shi Baolu Li Weikang Bian Quande Liu Huchuan Lu Xintao Wang Pengfei Wan Kun Gai Xu Jia VGen 194 1 0 02 Dec 2025
YingVideo-MV: Music-Driven Multi-Stage Video Generation Jiahui Chen Weida Wang Runhua Shi Huan Yang Chaofan Ding Zihao Chen DiffM VGen 161 0 0 02 Dec 2025
WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens Jian Yang Dacheng Yin Xiaoxuan He Y. Li Fengyun Rao Jing Lyu Wei-dong Zhai Yang Cao Zheng-Jun Zha VLM 170 0 0 02 Dec 2025
PGP-DiffSR: Phase-Guided Progressive Pruning for Efficient Diffusion-based Image Super-Resolution Zhongbao Yang Jiangxin Dong Yazhou Yao Jinhui Tang Jinshan Pan 120 0 0 02 Dec 2025
DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models Patrick Kwon Chen Chen DiffM AI4TS VGen 128 0 0 01 Dec 2025
Generative Video Motion Editing with 3D Point Tracks Yao-Chih Lee Zhoutong Zhang Jiahui Huang Jui-Hsien Wang Joon-Young Lee Jia-Bin Huang Eli Shechtman Zhengqi Li DiffM VGen 3DPC 221 0 0 01 Dec 2025
Reversible Inversion for Training-Free Exemplar-guided Image Editing Yuke Li Lianli Gao Ji Zhang Pengpeng Zeng Lichuan Xiang Hongkai Wen Heng Tao Shen Jingkuan Song DiffM 84 0 0 01 Dec 2025
FreqEdit: Preserving High-Frequency Features for Robust Multi-Turn Image Editing Yucheng Liao Jiajun Liang Kaiqian Cui Baoquan Zhao Haoran Xie Wei Liu Qing Li Xudong Mao 100 0 0 01 Dec 2025
FineGRAIN: Evaluating Failure Modes of Text-to-Image Models with Vision Language Model Judges Kevin David Hayes Micah Goldblum Vikash Sehwag Gowthami Somepalli Ashwinee Panda Tom Goldstein MLLM EGVM 224 0 0 01 Dec 2025
Spatiotemporal Pyramid Flow Matching for Climate Emulation Jeremy Irvin Jiaqi Han Z. Wang Abdulaziz Alharbi Yufei Zhao Nomin-Erdene Bayarsaikhan Daniele Visioni A. Ng Duncan Watson-Parris AI4TS 72 0 0 01 Dec 2025
ResDiT: Evoking the Intrinsic Resolution Scalability in Diffusion Transformers Yiyang Ma Feng Zhou Xuedan Yin Pu Cao Yonghao Dang Jianqin Yin 52 0 0 01 Dec 2025
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 116 0 0 01 Dec 2025
FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-Resolution Seungho Choi Jeahun Sung Jihyong Oh DiffM 110 0 0 01 Dec 2025
Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer Dong In Lee Hyungjun Doh Seunggeun Chi Runlin Duan Sangpil Kim K. Ramani DiffM 3DGS VGen 120 0 0 30 Nov 2025
Multi-GRPO: Multi-Group Advantage Estimation for Text-to-Image Generation with Tree-Based Trajectories and Multiple Rewards Qiang Lyu Z. Chen C. Wang Haolin Shi Shibo Gao ... Jianlou Si Fei Ding Jing Li Chun Pong Lau Weiqiang Wang EGVM 95 0 0 30 Nov 2025
RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards Junyan Ye Leiqi Zhu Yuncheng Guo Dongzhi Jiang Zilong Huang Yifan Zhang Zhiyuan Yan Haohuan Fu Conghui He Weijia Li EGVM 100 0 0 29 Nov 2025
Assimilation Matters: Model-level Backdoor Detection in Vision-Language Pretrained Models Z. Wang Jie M. Zhang Shiguang Shan Xilin Chen AAML 312 0 0 29 Nov 2025
Vision Bridge Transformer at Scale Zhenxiong Tan Zeqing Wang Xingyi Yang Songhua Liu Xinchao Wang DiffM 64 0 0 28 Nov 2025
Guiding Visual Autoregressive Models through Spectrum Weakening Chaoyang Wang Tianmeng Yang Jingdong Wang Yunhai Tong DiffM 124 0 0 28 Nov 2025
Ovis-Image Technical Report Guo-Hua Wang Liangfu Cao Tianyu Cui Minghao Fu Xiaohao Chen ... Jianshan Zhao Lan Li Bowen Fu Jiaqi Liu Qing-Guo Chen VLM 448 0 0 28 Nov 2025
GOATex: Geometry & Occlusion-Aware Texturing Hyunjin Kim Kunho Kim Adam Lee Wonkwang Lee DiffM 52 0 0 28 Nov 2025
One-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer S. Shi Jing Xu Zhihang Li Chunli Peng Xiaoda Yang Lijing Lu Kai Hu Jiangning Zhang DiffM 56 0 0 28 Nov 2025
REVEAL: Reasoning-enhanced Forensic Evidence Analysis for Explainable AI-generated Image Detection Huangsen Cao Qin Mei Zhiheng Li Yuxi Li Ying Zhang ... Zhimeng Zhang Xin Ding Yongwei Wang Jing Lyu Fei Wu 80 0 0 28 Nov 2025
VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction Sinan Du Jiahao Guo Bo Li Shuhao Cui Zhengzhuo Xu ... Yongxian Wei Kun Gai X. Wang Kai Wu C. Yuan 193 0 0 28 Nov 2025
Visual Generation Tuning Jiahao Guo Sinan Du J. Yao Wenyu Liu Bo Li Haoxiang Cao Kun Gai C. Yuan Kai Wu Xinggang Wang VLM 245 0 0 28 Nov 2025
Generative Anchored Fields: Controlled Data Generation via Emergent Velocity Fields and Transport Algebra Deressa Wodajo Deressa Hannes Mareen Peter Lambert Glenn Van Wallendael 36 0 0 27 Nov 2025
Semantic Anchoring for Robust Personalization in Text-to-Image Diffusion Models Seoyun Yang Gihoon Kim Taesup Kim 56 0 0 27 Nov 2025
Adversarial Flow Models Shanchuan Lin Ceyuan Yang Zhijie Lin Hao Chen Haoqi Fan GAN 128 0 0 27 Nov 2025
Designing Instance-Level Sampling Schedules via REINFORCE with James-Stein Shrinkage Peiyu Yu Suraj Kothawade Sirui Xie Ying Nian Wu Hongliang Fei 108 0 0 27 Nov 2025
PROMPTMINER: Black-Box Prompt Stealing against Text-to-Image Generative Models via Reinforcement Learning and Fuzz Optimization Mingzhe Li Renhao Zhang Zhiyang Wen Siqi Pan Bruno Castro da Silva Juan Zhai Shiqing Ma 32 0 0 27 Nov 2025
Fast3Dcache: Training-free 3D Geometry Synthesis Acceleration M. Yang Yanming Yang Chenyi Xu Chenxi Song Yufan Zuo Tong Zhao Ruibo Li Chi Zhang DiffM 108 0 0 27 Nov 2025
MUSE: Manipulating Unified Framework for Synthesizing Emotions in Images via Test-Time Optimization Yingjie Xia X. Wang Jinglei Shi Vicky Kalogeiton Jian Yang EGVM VGen 518 0 0 26 Nov 2025
Progress by Pieces: Test-Time Scaling for Autoregressive Image Generation Joonhyung Park Hyeongwon Jang Joowon Kim Eunho Yang VLM 128 0 0 26 Nov 2025
CaliTex: Geometry-Calibrated Attention for View-Coherent 3D Texture Generation Chenyu Liu Hongze Chen Jingzhi Bao Lingting Zhu Runze Zhang Weikai Chen Zeyu Hu Yingda Yin Keyang Luo Xin Wang DiffM 159 0 0 26 Nov 2025
FlowerDance: MeanFlow for Efficient and Refined 3D Dance Generation Kaixing Yang Xulong Tang Ziqiao Peng X. Zhang Puwei Wang Jun He Hongyan Liu 180 1 0 26 Nov 2025
Deep Parameter Interpolation for Scalar Conditioning Chicago Y. Park Michael T. McCann Cristina Garcia-Cardona B. Wohlberg Ulugbek S. Kamilov AI4CE 269 0 0 26 Nov 2025
MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Devices Shuai Zhang Bao Tang Siyuan Yu Yueting Zhu Jingfeng Yao Ya Zou Shanglin Yuan Li Yu Wenyu Liu Xinggang Wang DiffM VGen 197 0 0 26 Nov 2025
3MDiT: Unified Tri-Modal Diffusion Transformer for Text-Driven Synchronized Audio-Video Generation Y. Li Heyu Si Federico Landi Pilar Oplustil Gallegos Ioannis Koutsoumpas ... Ruiju Fu Qi Guo Xin Jin Shunyu Liu Mingli Song DiffM VGen 144 0 0 26 Nov 2025
ReDirector: Creating Any-Length Video Retakes with Rotary Camera Encoding Byeongjun Park Byung-Hoon Kim Hyungjin Chung Jong Chul Ye VGen 179 0 0 25 Nov 2025
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning Guanjie Chen Shirui Huang Kai Liu J. Zhu Xiaoye Qu Peng Chen Yu Cheng Yifu Sun 172 1 0 25 Nov 2025
HBridge: H-Shape Bridging of Heterogeneous Experts for Unified Multimodal Understanding and Generation Xiang Wang Zhifei Zhang Chentao Song Zhe Lin Yuqian Zhou ... Haitian Zheng Jason Kuen Yuehuan Wang Changxin Gao Nong Sang MoE 149 0 0 25 Nov 2025
PromptMoG: Enhancing Diversity in Long-Prompt Image Generation via Prompt Embedding Mixture-of-Gaussian Sampling Bo-Kai Ruan Teng-Fang Hsiao Ling Lo Yi-Lun Wu Hong-Han Shuai DiffM VLM 169 0 0 25 Nov 2025
CREward: A Type-Specific Creativity Reward Model Jiyeon Han Ali Mahdavi-Amiri Hao Zhang Haedong Jeong 84 0 0 25 Nov 2025
Restora-Flow: Mask-Guided Image Restoration with Flow Matching Arnela Hadzic Franz Thaler Lea Bogensperger Simon Johannes Joham M. Urschler DiffM 452 0 0 25 Nov 2025
The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment Ziheng Ouyang Yiren Song Y. Liu Shihao Zhu Qibin Hou Ming-Ming Cheng Mike Zheng Shou 104 0 0 25 Nov 2025
RubricRL: Simple Generalizable Rewards for Text-to-Image Generation Xuelu Feng Yunsheng Li Ziyu Wan Zixuan Gao Junsong Yuan Dongdong Chen Chunming Qiao EGVM 237 0 0 25 Nov 2025
Training-Free Generation of Diverse and High-Fidelity Images via Prompt Semantic Space Optimization Debin Meng Chen Jin Zheng Gao Yanran Li Ioannis Patras Georgios Tzimiropoulos DiffM 256 0 0 25 Nov 2025