v1v2v3v4v5v6 (latest)

DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning

IEEE International Conference on Computer Vision (ICCV), 2023

13 April 2023

Papers citing "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"

33 / 33 papers shown

Title
ScaleDiff: Higher-Resolution Image Synthesis via Efficient and Model-Agnostic Diffusion Sungho Koh SeungJu Cha Hyunwoo Oh Kwanyoung Lee Dong-Jin Kim 204 0 0 29 Oct 2025
Dataset Distillation for Super-Resolution without Class Labels and Pre-trained ModelsIEEE Signal Processing Letters (IEEE SPL), 2025 Sunwoo Cho Yejin Jung N. Cho Jae Woong Soh DD 332 0 0 18 Sep 2025
Pixels Under Pressure: Exploring Fine-Tuning Paradigms for Foundation Models in High-Resolution Medical Imaging Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 113 0 0 19 Aug 2025
Instance-Dependent Continuous-Time Reinforcement Learning via Maximum Likelihood Estimation Runze Zhao Yue Yu Ruhan Wang Chunfeng Huang Dongruo Zhou 130 0 0 04 Aug 2025
Dataset Condensation with Color Compensation Huyu Wu Duo Su Junjie Hou Guang Li DD 378 0 0 02 Aug 2025
SV-DRR: High-Fidelity Novel View X-Ray Synthesis Using Diffusion ModelInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Chun Xie Yuichi Yoshii I. Kitahara MedIm 213 1 0 07 Jul 2025
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Qi Qin ... Bin Fu Xiaokang Yang Guangtao Zhai Ming-Hsuan Yang Xiaohong Liu VLM 540 86 0 01 Jul 2025
Diversity-Driven Generative Dataset Distillation Based on Diffusion Model with Self-Adaptive MemoryInternational Conference on Information Photonics (ICIP), 2025 Mingzhuo Li Guang Li Jiafeng Mao Takahiro Ogawa Miki Haseyama DD 458 4 0 26 May 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Xiaojiang Peng Hao Luo Yibing Song Gao Huang Fan Wang Yang You 504 3 0 09 Apr 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2025 Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 452 1 0 21 Mar 2025
Improving Discriminator Guidance in Diffusion Models Alexandre Verine Mehdi Inane Florian Le Bronnec Benjamin Négrevergne Y. Chevaleyre DiffM 268 0 0 20 Mar 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision Shaobin Zhuang Yiwei Guo Yanbo Ding Kunchang Li Xinyuan Chen Yaohui Wang Fangyikang Wang Ying Zhang Chen Li Yijiao Wang 263 4 0 10 Mar 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 505 34 0 23 Jan 2025
AccDiffusion v2: Towards More Accurate Higher-Resolution Diffusion ExtrapolationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zhihang Lin Mingbao Lin Wengyi Zhan Rongrong Ji 265 2 0 03 Dec 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear TransformationComputer Vision and Pattern Recognition (CVPR), 2024 Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 1.0K 2 0 21 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 498 14 0 24 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample OptimizationInternational Conference on Learning Representations (ICLR), 2024 Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 368 14 0 04 Oct 2024
Multiple-Exit Tuning: Towards Inference-Efficient Adaptation for Vision Transformer Zheng Liu Jinchao Zhu Nannan Li Gao Huang 209 1 0 21 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 228 2 0 06 Sep 2024
DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance Younghyun Kim Geunmin Hwang Junyu Zhang Eunbyung Park 588 25 0 26 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning Yulai Zhao Masatoshi Uehara Gabriele Scalia Tommaso Biancalani Sergey Levine Ehsan Hajiramezanali Ehsan Hajiramezanali AI4CE 454 13 0 17 Jun 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models Athanasios Tragakis Marco Aversa Chaitanya Kaul Roderick Murray-Smith Daniele Faccio 295 6 0 11 Jun 2024
Diffusion Model Patching via Mixture-of-Prompts Seokil Ham Sangmin Woo Jin-Young Kim Hyojun Go Byeongjun Park Changick Kim VLM 265 5 0 28 May 2024
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image GenerationEuropean Conference on Computer Vision (ECCV), 2024 Junsong Chen Chongjian Ge Enze Xie Yue Wu Lewei Yao Xiaozhe Ren Zhongdao Wang Ping Luo Huchuan Lu Zhenguo Li 752 205 0 07 Mar 2024
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models Jiaxiang Cheng Pan Xie Xin Xia Jiashi Li Jie Wu Yuxi Ren Huixia Li Xuefeng Xiao Min Zheng Xing Mei 391 21 0 04 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 492 10 0 01 Mar 2024
FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes Ziying Pan Kun Wang Gang Li Feihong He Yongxuan Lai 315 4 0 28 Feb 2024
SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing Zeyinzi Jiang Chaojie Mao Yulin Pan Zhen Han Jingfeng Zhang 151 40 0 18 Dec 2023
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds GenerationEuropean Conference on Computer Vision (ECCV), 2023 Shentong Mo Enze Xie Yue Wu Junsong Chen Matthias Nießner Zhenguo Li 129 7 0 12 Dec 2023
Efficient Dataset Distillation via Minimax DiffusionComputer Vision and Pattern Recognition (CVPR), 2023 Jianyang Gu Saeed Vahidian Vyacheslav Kungurtsev Haonan Wang Wei Jiang Yang You Yiran Chen DD 260 61 0 27 Nov 2023
ImageBind-LLM: Multi-modality Instruction Tuning Jiaming Han Renrui Zhang Wenqi Shao Shiyang Feng Peng Xu ... Yafei Wen Xiaoxin Chen Xiangyu Yue Jiaming Song Yu Qiao MLLM 253 149 0 07 Sep 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed OpportunityInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 383 72 0 14 May 2023
StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing Senmao Li Joost van de Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 346 75 0 28 Mar 2023