unlearning topic

List unlearning repositories

awesome-machine-unlearning

718
Stars
51
Forks
Watchers

Awesome Machine Unlearning (A Survey of Machine Unlearning)

EasyEdit

1.9k
Stars
231
Forks
Watchers

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

Unlearning_for_MRI_harmonisation

25
Stars
10
Forks
Watchers

Code for implementation of Unlearning Scanner Bias for MRI Harmonisation

Unlearn-Saliency

93
Stars
12
Forks
Watchers

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Denn...

Unlearn-Sparse

62
Stars
8
Forks
Watchers

[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu

Diffusion-MU-Attack

49
Stars
3
Forks
Watchers

The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now". This work introduces one fast and effe...

GS-LoRA

32
Stars
1
Forks
Watchers

Continual Forgetting for Pre-trained Vision Models (CVPR 2024)

awesome-llm-unlearning

189
Stars
7
Forks
Watchers

A resource repository for machine unlearning in large language models

Detecting-Melanoma-Fairly

17
Stars
6
Forks
Watchers

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'