Title
Adapting Large VLMs with Iterative and Manual Instructions for Generative Low-light Enhancement Xiaoran Sun Liyan Wang Cong Wang Yeying Jin Kin-Man Lam Zhixun Su Yang Yang Jinshan Pan MLLM VLM 85 0 0 24 Jul 2025
An h-space Based Adversarial Attack for Protection Against Few-shot Personalization Xide Xu Sandesh Kamath Muhammad Atif Butt Bogdan Raducanu DiffM AAML 93 0 0 23 Jul 2025
Detail++: Training-Free Detail Enhancer for Text-to-Image Diffusion Models L. Chen Jiner Wang Zihao Pan B. Zhu Xiaofeng Yang Chi Zhang DiffM 116 1 0 23 Jul 2025
HarmonPaint: Harmonized Training-Free Diffusion Inpainting Ying Li Xinzhe Li Yong Du Yangyang Xu Junyu Dong Shengfeng He DiffM 97 0 0 22 Jul 2025
FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers Yanbing Zhang Zhe Wang Qin Zhou Mengping Yang DiffM 111 1 0 21 Jul 2025
RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models Yiqi Tian Pengfei Jin Mingze Yuan Na Li Bo Zeng Shijie Zhao DiffM 107 0 0 16 Jul 2025
Text Embedding Knows How to Quantize Text-Guided Diffusion Models H. Lee Myungjun Son Dongjea Kang Seung-Won Jung DiffM MQ 163 1 0 14 Jul 2025
Generative Head-Mounted Camera Captures for Photorealistic Avatars Shaojie Bai Seunghyeon Seo Yida Wang Chenghui Li Owen Wang ... Tianyang Ma Jason M. Saragih S. Wei Nojun Kwak Hyung Jun Kim 131 0 0 08 Jul 2025
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 458 4 0 01 Jul 2025
From Cradle to Cane: A Two-Pass Framework for High-Fidelity Lifespan Face Aging Tao Liu Dafeng Zhang Gengchen Li Shizhuo Liu Yongqi Song S. Li Shiqi Yang Boqian Li Kai Wang Yaxing Wang 175 1 0 26 Jun 2025
How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions Manuel Brack Sudeep Katakol Felix Friedrich P. Schramowski Hareesh Ravi Kristian Kersting Ajinkya Kale 133 1 0 20 Jun 2025
Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models Michael Plainer Hao Wu Leon Klein Stephan Günnemann Frank Noé DiffM 182 8 0 20 Jun 2025
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching Weimin Bai Yubo Li Wenzheng Chen Weijian Luo H. Sun 193 0 0 16 Jun 2025
Geometric Regularity in Deterministic Sampling Dynamics of Diffusion-based Generative Models Defang Chen Zhenyu Zhou C. Wang Siwei Lyu DiffM 219 1 0 11 Jun 2025
A Review on Score-based Generative Models for Audio Applications Ge Zhu Yutong Wen Zhiyao Duan DiffM MedIm 158 3 0 10 Jun 2025
A Comprehensive Study of Decoder-Only LLMs for Text-to-Image GenerationComputer Vision and Pattern Recognition (CVPR), 2025 Andrew Z. Wang Songwei Ge Tero Karras Ming-Yu Liu Yogesh Balaji 143 2 0 09 Jun 2025
LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer Ying Shen Zhiyang Xu Jiuhai Chen Shizhe Diao Jiaxin Zhang Yuguang Yao Joy Rimchala Ismini Lourentzou Lifu Huang OffRL 156 1 0 08 Jun 2025
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis Jiatao Gu Tianrong Chen David Berthelot Huangjie Zheng Yuyang Wang Ruixiang Zhang Laurent Dinh Miguel Angel Bautista Josh Susskind Shuangfei Zhai 207 13 0 06 Jun 2025
Native-Resolution Image Synthesis Zidong Wang Mengwei He Xiangyu Yue Xuming He Yiyuan Zhang 252 3 0 03 Jun 2025
Image Generation from Contextually-Contradictory Prompts Saar Huberman Or Patashnik Omer Dahary Ron Mokady Daniel Cohen-Or DiffM 184 2 0 02 Jun 2025
UrbanCraft: Urban View Extrapolation via Hierarchical Sem-Geometric Priors Tianhang Wang Fan Lu Sanqing Qu Guo Yu Shihang Du Ya Wu Yuan Huang G. Chen 197 0 0 29 May 2025
Identity-Preserving Text-to-Image Generation via Dual-Level Feature Decoupling and Expert-Guided Fusion Kewen Chen Xiaobin Hu Wenqi Ren DiffM 172 2 0 28 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 342 4 0 27 May 2025
Harnessing the Power of Training-Free Techniques in Text-to-2D Generation for Text-to-3D Generation via Score Distillation Sampling Junhong Lee Seungwook Kim Minsu Cho DiffM 212 0 0 26 May 2025
STRICT: Stress Test of Rendering Images Containing Text Tianyu Zhang Xinyu Wang Zhenghan Tai Lu Li Jijun Chi Jingrui Tian Hailin He Suyuchen Wang 242 1 0 25 May 2025
Jodi: Unification of Visual Generation and Understanding via Joint Modeling Yifeng Xu Zhenliang He Meina Kan Shiguang Shan Xilin Chen VLM 270 1 0 25 May 2025
Rethinking Direct Preference Optimization in Diffusion Models Junyong Kang Seohyun Lim Kyungjune Baek Hyunjung Shim 897 0 0 24 May 2025
Seeing the Unseen: How EMoE Unveils Bias in Text-to-Image Diffusion Models Lucas Berry Axel Brando Wei-Di Chang Juan Camilo Gamboa Higuera David Meger DiffM 220 0 0 19 May 2025
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 260 5 0 19 May 2025
Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation Guan Gui Bin-Bin Gao Jing Liu Chengjie Wang Yongpeng Wu DiffM 181 0 0 14 May 2025
Addressing degeneracies in latent interpolation for diffusion modelsScandinavian Conference on Image Analysis (SCIA), 2025 Erik Landolsi Fredrik Kahl DiffM 259 0 0 12 May 2025
BridgeIV: Bridging Customized Image and Video Generation through Test-Time Autoregressive Identity Propagation Panwen Hu Jiehui Huang Qiang Sun Xiaodan Liang DiffM VGen 183 0 0 11 May 2025
ProFashion: Prototype-guided Fashion Video Generation with Multiple Reference Images Xianghao Kong Qiaosong Qi Yuanbin Wang Anyi Rao Biaolong Chen Aixi Zhang Si Liu Hao Jiang DiffM VGen 202 4 0 10 May 2025
Demystifying Diffusion Policies: Action Memorization and Simple Lookup Table Alternatives Chengyang He Xu Liu Gadiel Sznaier Camps Guillaume Sartoretti Mac Schwager 219 4 0 09 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen Chong Chen Sijie Zhu DiffM 398 10 0 05 May 2025
Rethinking Score Distilling Sampling for 3D Editing and Generation Xingyu Miao Haoran Duan Yang Long Jiawei Han 197 6 0 03 May 2025
Visual Text Processing: A Comprehensive Review and Unified Evaluation Yan Shu Weichao Zeng Fangmin Zhao Zeyu Chen Zhiyu Li ... Paolo Rota Xiang Bai Lianwen Jin Xu-Cheng Yin Andrii Zadaianchuk CoGe 364 6 0 30 Apr 2025
Text-to-Image Alignment in Denoising-Based Models through Step Selection P. Grimal Hervé Le Borgne Olivier Ferret DiffM EGVM 209 0 0 24 Apr 2025
Efficient Temporal Consistency in Diffusion-Based Video Editing with Adaptor Modules: A Theoretical Framework Xinyuan Song Yangfan He Sida Li Jun Wang Hongyang He ... Keqin Li Menghao Huo Kuan Lu Binxu Li Pei Liu DiffM 252 0 0 22 Apr 2025
FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation Zebin Yao Lujie Niu Huixing Jiang Chen Wei Fangkun Zhao Ruifan Li Fangxiang Feng DiffM 334 1 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 194 0 0 21 Apr 2025
DanceText: A Training-Free Layered Framework for Controllable Multilingual Text Transformation in Images Zhenyu Yu Mohd Yamani Idna Idris Pei Wang Yuelong Xia Rizwan Qureshi Shaina Raza Aman Chadha Yong Xiang Zhixiang Chen DiffM 188 1 0 18 Apr 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang Guojian Pang Bangyu Xiang Bo Zheng Limin Wang MoMe 248 4 0 16 Apr 2025
Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient TrainingComputer Vision and Pattern Recognition (CVPR), 2025 Lexington Whalen Zhenbang Du Haoran You Chaojian Li Sixu Li Yingyan 296 1 0 13 Apr 2025
PixelFlow: Pixel-Space Generative Models with Flow Shoufa Chen Chongjian Ge Shilong Zhang Peize Sun Ping Luo VLM DRL 206 14 0 10 Apr 2025
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text RenderingComputer Vision and Pattern Recognition (CVPR), 2025 Y. Gao Zihang Lin Chuanbin Liu Min Zhou Bo Xiao Bo Zheng Hongtao Xie DiffM 283 15 0 09 Apr 2025
Multi-identity Human Image Animation with Structural Video Diffusion Zhenzhi Wang Yongqian Li Yanhong Zeng Yuwei Guo Dahua Lin Tianfan Xue Bo Dai VGen 193 3 0 05 Apr 2025
MD-ProjTex: Texturing 3D Shapes with Multi-Diffusion Projection Ahmet Burak Yildirim Mustafa Utku Aydogdu Duygu Ceylan Aysegül Dündar DiffM 339 1 0 03 Apr 2025
Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Zixuan Wang Duo Peng Feng Chen Yue Yang Yinjie Lei DiffM 296 4 0 02 Apr 2025
Training-Free Text-Guided Image Editing with Visual Autoregressive Model Yufei Wang Lanqing Guo Zhihao Li Jiaxing Huang Pichao Wang Bihan Wen Jingchao Wang DiffM 243 7 0 31 Mar 2025