Title
Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light Ali Hassani Fengzhe Zhou Aditya Kane Jiannan Huang Chieh-Yun Chen ... Bing Xu Haicheng Wu Wen-mei W. Hwu Ming-Yu Liu Humphrey Shi 24 0 0 23 Apr 2025
DreamO: A Unified Framework for Image Customization Chong Mou Yanze Wu Wenxu Wu Zinan Guo Pengze Zhang ... Shaojin Wu S. Zhao Jian Andrew Zhang Qian He Xinglong Wu 44 0 0 23 Apr 2025
DiTPainter: Efficient Video Inpainting with Diffusion Transformers Xian Wu Chang Liu DiffM 26 0 0 22 Apr 2025
FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation Zebin Yao Lei Ren Huixing Jiang Chen Wei Xiaojie Wang Ruifan Li Fangxiang Feng DiffM 69 0 0 22 Apr 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Le Zhuo Liangbing Zhao Sayak Paul Yue Liao Renrui Zhang Yi Xin Peng Gao Mohamed Elhoseiny H. Li VLM 63 0 0 22 Apr 2025
$$π_{0.5}$: a Vision-Language-Action Model with Open-World Generalization$ $π_{0.5}$ : a Vision-Language-Action Model with Open-World Generalization Physical Intelligence Kevin Black Noah Brown James Darpinian Karan Dhabalia ... Homer Walke Anna Walling Haohuan Wang Lili Yu Ury Zhilinsky LM&Ro VLM 31 5 0 22 Apr 2025
Reasoning Physical Video Generation with Diffusion Timestep Tokens via Reinforcement Learning Wang Lin Liyu Jia Wentao Hu Kaihang Pan Zhongqi Yue Wei Zhao Jingyuan Chen Fei Wu Hanwang Zhang VGen 46 0 0 22 Apr 2025
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts Huzheng Yang Katherine Xu Michael D. Grossberg Yutong Bai Jianbo Shi 26 0 0 21 Apr 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 36 0 0 21 Apr 2025
RealisDance-DiT: Simple yet Strong Baseline towards Controllable Character Animation in the Wild Jingkai Zhou Yifan Wu Shikai Li Min Wei Chao Fan Weihua Chen Wei Jiang Fan Wang VGen 37 1 0 21 Apr 2025
DyST-XL: Dynamic Layout Planning and Content Control for Compositional Text-to-Video Generation Weijie He Mushui Liu Yunlong Yu Zhao Wang Chao Wu DiffM VGen 61 0 0 21 Apr 2025
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens Kaihang Pan Wang Lin Zhongqi Yue Tenglong Ao Liyu Jia Wei Zhao Juncheng Billy Li Siliang Tang Hanwang Zhang 39 1 0 20 Apr 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis Jingjing Ren Wenbo Li Zhongdao Wang Haoze Sun Bangzhen Liu ... Aoxue Li Shifeng Zhang Bin Shao Yong Guo Lei Zhu VGen 34 0 0 20 Apr 2025
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization Liang Peng Boxi Wu Haoran Cheng Yibo Zhao Xiaofei He 29 0 0 20 Apr 2025
Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization Shouwei Ruan Zhenyu Wu Yao Huang Ruochen Zhang Yitong Sun Caixin Kang Xingxing Wei EGVM 35 0 0 19 Apr 2025
Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis Zichuan Liu Liming Jiang Qing Yan Yumin Jia Hao Kang Xin Lu DiffM 29 0 0 19 Apr 2025
LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation Anran Yu Wei Feng Y. Zhang Xiang Li Lei Meng Lei Wu X. Meng DiffM 22 0 0 19 Apr 2025
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Alara Dirik Tuanfeng Y. Wang Duygu Ceylan Stefanos Zafeiriou Anna Frühstück DiffM 40 0 0 19 Apr 2025
Towards Explainable Fake Image Detection with Multi-Modal Large Language Models Yikun Ji Y. Hong Jiahui Zhan H. Chen Jun Lan Huijia Zhu Weiqiang Wang L. Zhang Jianfu Zhang MLLM LRM 41 0 0 19 Apr 2025
Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Joowon Kim Ziseok Lee Donghyeon Cho Sanghyun Jo Y. Jung Kyungsu Kim Eunho Yang DiffM 34 0 0 18 Apr 2025
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation Fulvio Sanguigni Davide Morelli Marcella Cornia Rita Cucchiara DiffM 28 0 0 18 Apr 2025
U-Shape Mamba: State Space Model for faster diffusion Alex Ergasti Filippo Botti Tomaso Fontanini Claudio Ferrari Massimo Bertozzi Andrea Prati Mamba 87 0 0 18 Apr 2025
ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis Andrea Rigo Luca Stornaiuolo Mauro Martino Bruno Lepri N. Sebe 41 0 0 18 Apr 2025
MusFlow: Multimodal Music Generation via Conditional Flow Matching Jiahao Song Yuzhao Wang 31 0 0 18 Apr 2025
Enhancing Person-to-Person Virtual Try-On with Multi-Garment Virtual Try-Off Riza Velioglu Petra Bevandic Robin Chan Barbara Hammer DiffM 29 0 0 17 Apr 2025
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Guanlong Jiao Biqing Huang Kuan-Chieh Wang Renjie Liao DiffM 75 0 0 17 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 38 0 0 17 Apr 2025
SkyReels-V2: Infinite-length Film Generative Model Guibin Chen D. Lin Jiangping Yang Chunze Lin J. Zhu ... Di Qiu Debang Li Zhengcong Fei Yang Li Yahui Zhou DiffM VGen 47 1 0 17 Apr 2025
Set You Straight: Auto-Steering Denoising Trajectories to Sidestep Unwanted Concepts Leyang Li Shilin Lu Yan Ren A. Kong DiffM 40 0 0 17 Apr 2025
On the minimax optimality of Flow Matching through the connection to kernel density estimation Lea Kunkel Mathias Trabs 27 0 0 17 Apr 2025
Probing and Inducing Combinational Creativity in Vision-Language Models Yongqian Peng Yuxi Ma Mengmeng Wang Yuxuan Wang Yizhou Wang C. Zhang Yixin Zhu Zilong Zheng MLLM CoGe 82 0 0 17 Apr 2025
IMAGGarment-1: Fine-Grained Garment Generation for Controllable Fashion Design Fei Shen Jian Yu Cong Wang Xin Jiang Xiaoyu Du J. Tang AI4CE 52 1 0 17 Apr 2025
InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Jiale Tao Yanbing Zhang Qixun Wang Yiji Cheng Haofan Wang ... Ruihuang Li Linqing Wang Chunyu Wang Qin Lin Qinglin Lu DiffM 47 1 0 16 Apr 2025
Instruction-augmented Multimodal Alignment for Image-Text and Element Matching Xinli Yue Jianhui Sun Junda Lu Liangchao Yao Fan Xia Tianyi Wang Fengyun Rao Jing Lyu Yuetang Deng 21 0 0 16 Apr 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang X. Li Tiezheng Ge Bo Zheng Limin Wang MoMe 57 0 0 16 Apr 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation Bingjie Gao Xinyu Gao Xiaoxue Wu Yujie Zhou Yu Qiao Li Niu Xinyuan Chen Yaohui Wang 71 0 0 16 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 60 0 0 15 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Y. Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 40 0 0 15 Apr 2025
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL Junke Wang Zhi Tian X. Wang Xinyu Zhang Weilin Huang Zuxuan Wu Yu Jiang VGen 43 2 0 15 Apr 2025
H3AE: High Compression, High Speed, and High Quality AutoEncoder for Video Diffusion Models Yushu Wu Yanyu Li Ivan Skorokhodov Anil Kag Willi Menapace Sharath Girish Aliaksandr Siarohin Yanzhi Wang Sergey Tulyakov DiffM VGen 35 0 0 14 Apr 2025
EquiVDM: Equivariant Video Diffusion Models with Temporally Consistent Noise Chao Liu Arash Vahdat DiffM VGen 42 0 0 14 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 19 0 0 14 Apr 2025
Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers Chunyang Zhang Zhenhong Sun Zhicheng Zhang Junyan Wang Yu Zhang Dong Gong H. Mo Daoyi Dong 33 0 0 14 Apr 2025
Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing Taihang Hu Linxuan Li Kai Wang Yaxing Wang Jian Yang Ming-Ming Cheng DiffM VGen 23 0 0 14 Apr 2025
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers Xingjian Leng Jaskirat Singh Yunzhong Hou Zhenchang Xing Saining Xie Liang Zheng 34 0 0 14 Apr 2025
BabyVLM: Data-Efficient Pretraining of VLMs Inspired by Infant Learning Shengao Wang Arjun Chandra Aoming Liu Venkatesh Saligrama Boqing Gong MLLM VLM 43 0 0 13 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 21 0 0 13 Apr 2025
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance S. Yu Zhang Chen Wu Dianjie Lu Dianjie Lu Guijuan Zhan Yang Weng Zhuoran Zheng DiffM VGen 26 0 0 12 Apr 2025
Head-Aware KV Cache Compression for Efficient Visual Autoregressive Modeling Ziran Qin Youru Lv Mingbao Lin Zeren Zhang Danping Zou Weiyao Lin VLM 32 0 0 12 Apr 2025
Flux Already Knows -- Activating Subject-Driven Image Generation without Training Hao Kang Stathi Fotiadis Liming Jiang Qing Yan Yumin Jia Zichuan Liu Min Jin Chong Xin Lu 33 0 0 12 Apr 2025