Title
A Unified Agentic Framework for Evaluating Conditional Image Generation Jifang Wang Xue Yang Longyue Wang Zhenran Xu Y. Wang Yaowei Wang Weihua Luo Kaifu Zhang Baotian Hu Min Zhang EGVM DiffM 66 0 0 09 Apr 2025
Multi-party Collaborative Attention Control for Image Customization Han Yang Chuanguang Yang Qiuli Wang Zhulin An Weilun Feng Libo Huang Y. Xu DiffM 18 0 0 02 Apr 2025
Inversion-Free Video Style Transfer with Trajectory Reset Attention Control and Content-Style Bridging Jiang Lin Zili Yi DiffM VGen 34 0 0 10 Mar 2025
Beyond Fine-Tuning: A Systematic Study of Sampling Techniques in Personalized Image Generation Vera Soboleva M. Nakhodnov Aibek Alanov 42 0 0 09 Feb 2025
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving Jiehui Huang Xiao Dong Wenhui Song Zheng Chong Jun Zhou ... Long Chen Hanhui Li Yiqiang Yan Shengcai Liao Xiaodan Liang DiffM 45 19 0 31 Dec 2024
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 73 0 0 04 Dec 2024
InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences Chenyang Zhu Kai Li Yue Ma Longxiang Tang Chengyu Fang Chubin Chen Qifeng Chen Xiu Li 75 9 0 02 Dec 2024
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models Shwetha Ram T. Neiman Qianli Feng Andrew Stuart S. D. Tran Trishul M. Chilimbi 67 1 0 28 Nov 2024
Generative Image Layer Decomposition with Visual Effects Jinrui Yang Qing Liu Y. Li S. Kim D. Pakhomov Mengwei Ren Jianming Zhang Zhe-nan Lin Cihang Xie Yuyin Zhou DiffM 83 0 0 26 Nov 2024
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing Hanhui Wang Yihua Zhang Ruizheng Bai Yue Zhao Sijia Liu Z. Tu AAML PICV 90 2 0 25 Nov 2024
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai Zhengkai Jiang Y. Liu Chunyang Jiang Wei Xue Wenhan Luo Yike Guo 83 1 0 22 Nov 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 16 0 0 15 Oct 2024
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation Hang Guo Tao Dai Zhihao Ouyang Taolin Zhang Yaohua Zha Bin Chen Shu-Tao Xia DiffM 22 5 0 08 Oct 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 55 20 0 26 Jun 2024
Eye-for-an-eye: Appearance Transfer with Semantic Correspondence in Diffusion Models Sooyeon Go Kyungmook Choi Minjung Shin Youngjung Uh DiffM 24 2 0 11 Jun 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 18 0 0 31 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li Zhen Lei Qing Li EGVM 119 18 0 09 May 2024
Training-and-prompt-free General Painterly Harmonization Using Image-wise Attention Sharing Teng-Fang Hsiao Bo-Kai Ruan Hong-Han Shuai 17 2 0 19 Apr 2024
SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing Jing Gu Yilin Wang Nanxuan Zhao Wei Xiong Qing Liu Zhifei Zhang He Zhang Jianming Zhang HyunJoon Jung Xin Eric Wang DiffM 22 8 0 08 Apr 2024
Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation Haofeng Liu Chenshu Xu Yifei Yang Lihua Zeng Shengfeng He DiffM 33 22 0 01 Apr 2024
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation Yizhi Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Soo Ye Kim He Zhang Wei Xiong Daniel G. Aliaga DiffM 63 35 0 15 Mar 2024
PFStorer: Personalized Face Restoration and Super-Resolution Tuomas Varanka Tapani Toivonen Soumya Tripathy Guoying Zhao Erman Acar DiffM 14 2 0 13 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 51 82 0 27 Feb 2024
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization Jisu Nam Heesu Kim Dongjae Lee Siyoon Jin Seungryong Kim Seunggyu Chang DiffM 13 40 0 15 Feb 2024
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max W.F. Ku Dongfu Jiang Cong Wei Xiang Yue Wenhu Chen 11 49 0 22 Dec 2023
FaceStudio: Put Your Face Everywhere in Seconds Yuxuan Yan C. Zhang Rui Wang Yichao Zhou Gege Zhang Pei Cheng Gang Yu Bin-Bin Fu DiffM 10 38 0 05 Dec 2023
VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence Yuchao Gu Yipin Zhou Bichen Wu Licheng Yu Jia-Wei Liu Rui Zhao Jay Zhangjie Wu David Junhao Zhang Mike Zheng Shou Kevin Tang DiffM VGen 60 36 0 04 Dec 2023
MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens Kaizhi Zheng Xuehai He Xin Eric Wang MLLM 6 91 0 03 Oct 2023
ImagenHub: Standardizing the evaluation of conditional image generation models Max W.F. Ku Tianle Li Kai Zhang Yujie Lu Xingyu Fu Wenwen Zhuang Wenhu Chen EGVM 20 46 0 02 Oct 2023
Guiding Instruction-based Image Editing via Multimodal Large Language Models Johannes Frey Wenze Hu Xianzhi Du William Yang Wang Yinfei Yang Zhe Gan 27 86 0 29 Sep 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition Lingxiao Lu Jiangtong Li Bo Zhang Li Niu DiffM 6 11 0 27 Sep 2023
Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach Guillaume Jeanneret Loïc Simon Frédéric Jurie DiffM 10 12 0 14 Sep 2023
ControlCom: Controllable Image Composition using Diffusion Model Bo Zhang Yuxuan Duan Jun Lan Y. Hong Huijia Zhu Weiqiang Wang Li Niu DiffM 16 31 0 19 Aug 2023
DreamEdit: Subject-driven Image Editing Tianle Li Max W.F. Ku Cong Wei Wenhu Chen EGVM 11 15 0 22 Jun 2023
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 114 159 0 29 Sep 2022
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 182 132 0 10 Sep 2021
AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer Songhua Liu Tianwei Lin Dongliang He Fu Li Meiling Wang Xin Li Zhengxing Sun Qian Li Errui Ding 111 225 0 08 Aug 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018