Title
Don't Forget your Inverse DDIM for Image Editing Guillermo Gomez-Trenado Pablo Mesejo Ó. Cordón Stéphane Lathuilière DiffM 28 0 0 14 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 33 0 0 08 May 2025
Structure-Preserving Zero-Shot Image Editing via Stage-Wise Latent Injection in Diffusion Models Dasol Jeong Donggoo Kang Jiwon Park Hyebean Lee Joonki Paik DiffM 27 0 0 22 Apr 2025
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Guanlong Jiao Biqing Huang Kuan-Chieh Wang Renjie Liao DiffM 82 0 0 17 Apr 2025
Image Editing with Diffusion Models: A Survey Jia Wang Jie Hu Xiaoqi Ma Hanghang Ma Xiaoming Wei Enhua Wu 71 0 0 17 Apr 2025
EditCLIP: Representation Learning for Image Editing Qian Wang Aleksandar Cvejic Abdelrahman Eldesokey Peter Wonka 67 0 0 26 Mar 2025
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode Junjia Huang Pengxiang Yan Jinhang Cai Jiyang Liu Zhao Wang Yitong Wang Xinglong Wu Guanbin Li DiffM 72 0 0 17 Mar 2025
Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars Eric M. Chen Di Liu Sizhuo Ma Michael Vasilkovsky Bing Zhou ... Wei Wang Jiahao Luo Dimitris N. Metaxas Vincent Sitzmann Jian Wang 3DGS 54 0 0 15 Mar 2025
Tight Inversion: Image-Conditioned Inversion for Real Image Editing Edo Kadosh Nir Goren Or Patashnik Daniel Garibi Daniel Cohen-Or DiffM 74 0 0 27 Feb 2025
LUCAS: Layered Universal Codec Avatars Di Liu Teng Deng Giljoo Nam Yu Rong Stanislav Pidhorskyi Junxuan Li Jason M. Saragih Dimitris N. Metaxas Chen Cao 3DGS 44 1 0 27 Feb 2025
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 82 0 0 08 Feb 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 62 3 0 03 Feb 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin Ying Li Mingyu Zhao Shiyu Zhao Z. Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 124 1 0 02 Feb 2025
RORem: Training a Robust Object Remover with Human-in-the-Loop Ruibin Li Tao Yang Song Guo L. Zhang 50 3 0 01 Jan 2025
Edicho: Consistent Image Editing in the Wild Qingyan Bai Hao Ouyang Yinghao Xu Qiuyu Wang Ceyuan Yang Ka Leong Cheng Yujun Shen Qifeng Chen DiffM 74 1 0 30 Dec 2024
Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing Jiancheng Huang Yi Huang Jianzhuang Liu Donghao Zhou Yong-Jin Liu Shifeng Chen DiffM 103 0 0 15 Dec 2024
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing Wenyi Mo Tianyu Zhang Yalong Bai Bing-Huang Su Ji-Rong Wen DiffM 76 0 0 29 Nov 2024
VIVID-10M: A Dataset and Baseline for Versatile and Interactive Video Local Editing Jiahao Hu Tianxiong Zhong Xuebo Wang Boyuan Jiang Xingye Tian Fei Yang Pengfei Wan Di Zhang VGen 74 2 0 22 Nov 2024
Oscillation Inversion: Understand the structure of Large Flow Model through the Lens of Inversion Method Yan Zheng Zhenxiao Liang Xiaoyan Cong Lanqing guo Yuehao Wang Peihao Wang Zhilin Wang DiffM 32 2 0 17 Nov 2024
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing Haonan Lin Mengmeng Wang Jiahao Wang Wenbin An Yan Chen Yong Liu Feng Tian Guang Dai Jingdong Wang Qianying Wang DiffM 43 9 0 24 Oct 2024
ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing Jimin Dai Yuhang Zhang Shuo Chen Jian Yang Lei Luo DiffM 26 0 0 18 Oct 2024
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models Xiaoxiao He Ligong Han Quan Dao Song Wen Minhao Bai ... Hongdong Li Junzhou Huang Faez Ahmed Akash Srivastava Dimitris Metaxas DiffM SyDa 40 4 0 10 Oct 2024
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function Chenyi Zhuang Ying Hu Pan Gao DiffM VLM 50 11 0 30 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 45 5 0 28 Sep 2024
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing Yangyang Xu Wenqi Shao Yong Du Haiming Zhu Yang Zhou Ping Luo Shengfeng He DiffM 44 2 0 23 Aug 2024
Layout-Agnostic Scene Text Image Synthesis with Diffusion Models Qilong Zhangli Jindong Jiang Di Liu Licheng Yu Xiaoliang Dai Ankit Ramchandani Guan Pang Dimitris N. Metaxas Praveen Krishnan DiffM 45 8 0 03 Jun 2024
Instantaneous Perception of Moving Objects in 3D Di Liu Bingbing Zhuang Dimitris N. Metaxas Manmohan Chandraker 3DPC 35 2 0 05 May 2024
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation M. M. Ho Shikha Dubey Yosep Chong Beatrice S. Knudsen Tolga Tasdizen MedIm AI4CE 34 2 0 19 Apr 2024
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models Gihyun Kwon Simon Jenni Dingzeyu Li Joon-Young Lee Jong Chul Ye Fabian Caba Heilbron DiffM 45 13 0 05 Apr 2024
ReNoise: Real Image Inversion Through Iterative Noising Daniel Garibi Or Patashnik Andrey Voynov Hadar Averbuch-Elor Daniel Cohen-Or DiffM 36 52 0 21 Mar 2024
DesignEdit: Multi-Layered Latent Decomposition and Fusion for Unified & Accurate Image Editing Yueru Jia Yuhui Yuan Aosong Cheng Chuke Wang Ji Li Huizhu Jia Shanghang Zhang DiffM 33 7 0 21 Mar 2024
Score-Guided Diffusion for 3D Human Recovery Anastasis Stathopoulos Ligong Han Dimitris N. Metaxas 34 19 0 14 Mar 2024
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 31 5 0 14 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 66 85 0 27 Feb 2024
Unified Diffusion-Based Rigid and Non-Rigid Editing with Text and Image Guidance Jiacheng Wang Ping Liu Wei-ping Xu DiffM 22 4 0 04 Jan 2024
Relightful Harmonization: Lighting-aware Portrait Background Replacement Mengwei Ren Wei Xiong Jae Shin Yoon Zhixin Shu Jianming Zhang HyunJoon Jung Guido Gerig He Zhang DiffM 38 17 0 11 Dec 2023
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning Bolin Lai Xiaoliang Dai Lawrence Chen Guan Pang James M. Rehg Miao Liu 41 15 0 06 Dec 2023
AVID: Any-Length Video Inpainting with Diffusion Model Zhixing Zhang Bichen Wu Xiaoyan Wang Yaqiao Luo Luxin Zhang Yinan Zhao Peter Vajda Dimitris N. Metaxas Licheng Yu VGen DiffM 42 33 0 06 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 35 39 0 05 Dec 2023
Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing Hyelin Nam Gihyun Kwon Geon Yeong Park Jong Chul Ye DiffM 15 27 0 30 Nov 2023
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models Zhaoyuan Yang Zhengyang Yu Zhiwei Xu Jaskirat Singh Jing Zhang Dylan Campbell Peter Tu Richard Hartley 25 11 0 12 Nov 2023
Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code Xu Ju Ailing Zeng Hao Wang Shaoteng Liu Qiang Xu DiffM 34 67 0 02 Oct 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 130 279 0 06 Apr 2023
HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention Shijie Geng Jianbo Yuan Yu Tian Yuxiao Chen Yongfeng Zhang CLIP VLM 43 44 0 06 Mar 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 519 0 02 Jan 2023
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
Disentangled Recurrent Wasserstein Autoencoder Jun Han Martin Renqiang Min Ligong Han Erran L. Li Xuan Zhang CoGe SyDa DRL 27 33 0 19 Jan 2021