Search Results - RepositoryStats

56

789

mit

15

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 a day ago

Awesome-Forgetting-in-Deep-Learning EnnengYang

12

266

unknown

8

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

forgetting overfitting deep-learning meta-learning model-attacks generative-model machine-learning coreset-selection domain-adaptation continual-learning federated-learning machine-unlearning beneficial-forgetting reinforcement-learning catastrophic-forgetting model-inversion-attacks self-supervised-learning property-inference-attacks membership-inference-attacks data-free-knolwedge-distillation

Created 2023-07-03

142 commits to main branch, last one 8 days ago

Unlearn-Saliency OPTML-Group

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mit

0

[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...

diffusion forgetting unlearning data-privacy data-removal data-deletion diffusion-models generative-model machine-unlearning membership-inference membership-inference-attack

Created 2023-10-12

49 commits to master branch, last one 2 months ago

Unlearn-Sparse OPTML-Group

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mit

2

[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

forgetting unlearning data-privacy data-removal data-deletion machine-unlearning membership-inference membership-inference-attack

Created 2023-02-03

105 commits to public branch, last one 10 months ago

RWKU jinzhuoran

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unknown

2

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024

benchmark forgetting unlearning privacy-protection adversarial-attacks evaluation-framework large-language-models right-to-be-forgotten membership-inference-attack natural-language-processing

Created 2024-05-28

13 commits to main branch, last one 4 months ago

GS-LoRA bjzhb666

2

51

mit

4

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

editing forgetting unlearning casia-webface model-editing face-transformer continual-learning machine-unlearning continual-forgetting

Created 2023-07-15

9 commits to master branch, last one 3 days ago