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[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
Created
2023-05-09
1,224 commits to main branch, last one 26 days ago
Awesome Machine Unlearning (A Survey of Machine Unlearning)
gdpr
forgetting
unlearning
data-privacy
data-removal
data-deletion
llm-unlearning
deep-unlearning
feature-injection
continual-learning
machine-unlearning
few-shot-unlearning
model-certification
federated-unlearning
membership-inference
right-to-be-forgotten
unlearning-verification
recommendation-unlearning
Created
2022-07-07
211 commits to main branch, last one 17 days ago
A resource repository for machine unlearning in large language models
Created
2024-03-27
111 commits to main branch, last one 10 days ago
[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...
Created
2023-10-12
49 commits to master branch, last one 3 months ago
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...
Created
2023-10-17
68 commits to main branch, last one 3 months ago
[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
Created
2023-02-03
105 commits to public branch, last one 11 months ago
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
Created
2024-05-28
13 commits to main branch, last one 4 months ago
Continual Forgetting for Pre-trained Vision Models (CVPR 2024)
Created
2023-07-15
9 commits to master branch, last one 20 days ago
[ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
Created
2024-02-26
11 commits to main branch, last one 9 months ago
[EMNLP 2024] To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
Created
2024-06-18
23 commits to main branch, last one 26 days ago
Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models". This work adversarially unlearns the text encoder to enhanc...
Created
2024-05-22
30 commits to main branch, last one 3 months ago
ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"
Created
2024-06-06
107 commits to main branch, last one 5 days ago
This repository has no description...
Created
2023-10-18
31 commits to main branch, last one 8 months ago
Visual Analytics for Bridging Unlearning and Retrained Models
Created
2024-06-27
1,015 commits to main branch, last one 20 days ago