[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, Dennis Wei, Sijia Liu
☆142May 27, 2025Updated 9 months ago
Alternatives and similar repositories for Unlearn-Saliency
Users that are interested in Unlearn-Saliency are comparing it to the libraries listed below
Sorting:
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆84Updated this week
- ☆65Sep 29, 2024Updated last year
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆49Nov 4, 2024Updated last year
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆82Nov 11, 2024Updated last year
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆933Jan 13, 2026Updated last month
- ☆52Aug 17, 2024Updated last year
- A resource repository for machine unlearning in large language models☆539Feb 24, 2026Updated last week
- ☆38Nov 24, 2021Updated 4 years ago
- [ECCV 2024] "Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers" (Official Implementation)☆44Mar 2, 2025Updated last year
- Erasing Concepts from Diffusion Models☆657Aug 18, 2025Updated 6 months ago
- GTAR l2l generator unlearning project☆17May 6, 2024Updated last year
- ☆12Aug 8, 2023Updated 2 years ago
- Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models, 2023☆136Oct 22, 2025Updated 4 months ago
- [NeurIPS24] "What makes unlearning hard and what to do about it" [NeurIPS24] "Scalability of memorization-based machine unlearning"☆21May 24, 2025Updated 9 months ago
- Code for the paper 'An Information Theoretic Approach to Machine Unlearning'☆23Mar 20, 2025Updated 11 months ago
- ☆185Nov 17, 2025Updated 3 months ago
- A repository of resources on machine unlearning for diffusion models☆58Oct 9, 2025Updated 4 months ago
- Unified Concept Editing in Diffusion Models☆184Dec 7, 2025Updated 2 months ago
- [NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"☆42Oct 3, 2025Updated 5 months ago
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆56Sep 11, 2024Updated last year
- ☆28Dec 18, 2025Updated 2 months ago
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems☆65May 21, 2025Updated 9 months ago
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated last year
- Ablating Concepts in Text-to-Image Diffusion Models (ICCV 2023)☆167Dec 21, 2024Updated last year
- ☆59Jun 17, 2020Updated 5 years ago
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆39Oct 11, 2023Updated 2 years ago
- ☆38Jan 15, 2025Updated last year
- ☆32Aug 9, 2024Updated last year
- ☆41Jun 1, 2023Updated 2 years ago
- [⭐ CVPR 2025 Highlight ⭐] Official Implementation of the paper STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing fro…☆29Apr 22, 2025Updated 10 months ago
- Code for the paper "Data Attribution for Text-to-Image Models by Unlearning Synthesized Images."☆17May 23, 2025Updated 9 months ago
- ☆33Mar 13, 2025Updated 11 months ago
- [NeurIPS D&B '25] The one-stop repository for LLM unlearning☆493Feb 18, 2026Updated last week
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 3 years ago
- [NAACL 2025 Main] Official Implementation of MLLMU-Bench☆50Mar 13, 2025Updated 11 months ago
- ☆20Oct 28, 2025Updated 4 months ago
- ☆73Jul 15, 2024Updated last year
- ☆199Sep 22, 2023Updated 2 years ago
- ☆16Feb 23, 2025Updated last year