SVDiff: Compact Parameter Space for Diffusion Fine-Tuning

20 March 2023

Feng Yang

Papers citing "SVDiff: Compact Parameter Space for Diffusion Fine-Tuning"

50 / 59 papers shown

Title
Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Will Hawkins Chris Russell Brent Mittelstadt DiffM 37 0 0 06 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Songtao Zhao Qian He 19 0 0 05 May 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 61 0 0 04 May 2025
The Dual Power of Interpretable Token Embeddings: Jailbreaking Attacks and Defenses for Diffusion Model Unlearning Siyi Chen Yimeng Zhang Sijia Liu Q. Qu AAML 61 0 0 30 Apr 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 82 0 0 29 Apr 2025
Anti-Aesthetics: Protecting Facial Privacy against Customized Text-to-Image Synthesis Songping Wang Yueming Lyu Shiqi Liu Ning Li Tong Tong Hao Sun Caifeng Shan PICV 65 0 0 16 Apr 2025
Probability Density Geodesics in Image Diffusion Latent Space Qingtao Yu Jaskirat Singh Zhaoyuan Yang Peter Tu Jing Zhang Hongdong Li Richard Hartley Dylan Campbell DiffM 60 0 0 09 Apr 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 50 0 0 21 Mar 2025
Personalize Anything for Free with Diffusion Transformer Haoran Feng Zehuan Huang Lin Li Hairong Lv Lu Sheng DiffM 72 1 0 16 Mar 2025
GCC: Generative Color Constancy via Diffusing a Color Checker Chen-Wei Chang Cheng-De Fan Chia-Che Chang Yi-Chen Lo Yu-Chee Tseng Jiun-Long Huang Yu-Lun Liu 41 0 0 24 Feb 2025
Direct Preference Optimization-Enhanced Multi-Guided Diffusion Model for Traffic Scenario Generation Seungjun Yu Kisung Kim Daejung Kim Haewook Han Jinhan Lee 55 0 0 14 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 105 1 0 02 Feb 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang H. Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 99 6 0 28 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 69 7 0 10 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 35 10 0 08 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 63 6 0 03 Jan 2025
VideoDirector: Precise Video Editing via Text-to-Video Models Yukun Wang Longguang Wang Zhiyuan Ma Qibin Hu Kai Xu Yulan Guo VGen DiffM 86 0 0 26 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 44 3 0 24 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 30 0 0 18 Oct 2024
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control Yujie Wei Shiwei Zhang Hangjie Yuan Xiang Wang Haonan Qiu ... F. Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 69 14 0 17 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 38 4 0 10 Oct 2024
TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation Gihyun Kwon Jong Chul Ye DiffM 56 3 0 08 Oct 2024
Revealing Directions for Text-guided 3D Face Editing Zhuo Chen Yichao Yan Sehngqi Liu Yuhao Cheng Weiming Zhao Lincheng Li Mengxiao Bi Xiaokang Yang DiffM 30 0 0 07 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 40 3 0 04 Oct 2024
CustomContrast: A Multilevel Contrastive Perspective For Subject-Driven Text-to-Image Customization Nan Chen Mengqi Huang Zhuowei Chen Yang Zheng Lei Zhang Zhendong Mao DiffM 36 5 0 09 Sep 2024
DreamVTON: Customizing 3D Virtual Try-on with Personalized Diffusion Models Zhenyu Xie Haoye Dong Yufei Gao Zehua Ma Xiaodan Liang DiffM 38 3 0 23 Jul 2024
Sketch-Guided Scene Image Generation Tianyu Zhang Xiaoxuan Xie Xusheng Du H. Xie DiffM 33 2 0 09 Jul 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 34 41 0 11 Jun 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 6 0 27 May 2024
Personalized Residuals for Concept-Driven Text-to-Image Generation Cusuh Ham Matthew Fisher James Hays Nicholas I. Kolkin Yuchen Liu Richard Y. Zhang Tobias Hinz DiffM 29 7 0 21 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 28 2 0 11 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 131 19 0 09 May 2024
Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition Yichun Tai Kun Yang Tao Peng Zhenzhen Huang Zhijiang Zhang 23 3 0 03 May 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 49 3 0 01 Mar 2024
Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening Zhenrong Shen Manman Fei Xin Wang Jiangdong Cai Sheng Wang Lichi Zhang Qian Wang MedIm 29 0 0 22 Feb 2024
Visual Concept-driven Image Generation with Text-to-Image Diffusion Model Tanzila Rahman Shweta Mahajan Hsin-Ying Lee Jian Ren Sergey Tulyakov Leonid Sigal 77 4 0 18 Feb 2024
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 19 11 0 18 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 39 187 0 07 Dec 2023
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion Yujie Wei Shiwei Zhang Zhiwu Qing Hangjie Yuan Zhiheng Liu Yu Liu Yingya Zhang Jingren Zhou Hongming Shan DiffM VGen 11 89 0 07 Dec 2023
DemoCaricature: Democratising Caricature Generation with a Rough Sketch Dar-Yen Chen A. Bhunia Subhadeep Koley Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 18 8 0 07 Dec 2023
Orthogonal Adaptation for Modular Customization of Diffusion Models Ryan Po Guandao Yang Kfir Aberman Gordon Wetzstein DiffM 23 26 0 05 Dec 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 16 12 0 07 Nov 2023
Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing Kai Wang Fei Yang Shiqi Yang Muhammad Atif Butt Joost van de Weijer DiffM 22 50 0 27 Sep 2023
Investigating Personalization Methods in Text to Music Generation Manos Plitsis Theodoros Kouzelis Georgios Paraskevopoulos V. Katsouros Yannis Panagakis DiffM 17 10 0 20 Sep 2023
Total Selfie: Generating Full-Body Selfies B. Chen Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz DiffM 34 4 0 28 Aug 2023
Manipulating Embeddings of Stable Diffusion Prompts Niklas Deckers Julia Peters Martin Potthast DiffM 32 9 0 23 Aug 2023
Improving Tuning-Free Real Image Editing with Proximal Guidance Ligong Han Song Wen Qi Chen Zhixing Zhang Kunpeng Song ... Qilong Zhangli Jindong Jiang Zhaoyang Xia Akash Srivastava Dimitris N. Metaxas DiffM 22 55 0 08 Jun 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Yu Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 16 166 0 29 May 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 11 50 0 14 May 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 119 272 0 06 Apr 2023