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

Author:

Xie Enze1,Yao Lewei1,Shi Han1,Liu Zhili1,Zhou Daquan2,Liu Zhaoqiang1,Li Jiawei1,Li Zhenguo1

Affiliation:

1. Huawei Noah’s Ark Lab

2. National University of Singapore

Publisher

IEEE

Reference66 articles.

1. ediffi: Text-to-image diffusion models with an ensemble of expert denoisers;Balaji,2022

2. Large scale gan training for high fidelity natural image synthesis;Brock,2018

3. Language models are few-shot learners;Brown

4. End-to-End Object Detection with Transformers

5. Score approximation, estimation and distribution recovery of diffusion models on low-dimensional data;Chen;arxiv,2023

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Lightweight diffusion models: a survey;Artificial Intelligence Review;2024-05-31

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