[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
☆153Feb 28, 2026Updated 6 months ago
Alternatives and similar repositories for Unlearn-Saliency
Users that are interested in Unlearn-Saliency are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆89Jun 28, 2026Updated 2 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆89Feb 28, 2025Updated last year
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆89Nov 11, 2024Updated last year
- GTAR l2l generator unlearning project☆17May 6, 2024Updated 2 years ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆56Nov 4, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆66Sep 29, 2024Updated last year
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆967Aug 13, 2026Updated last month
- ☆39Nov 24, 2021Updated 4 years ago
- ☆58Aug 17, 2024Updated 2 years ago
- Erasing Concepts from Diffusion Models☆667Mar 26, 2026Updated 5 months ago
- [NeurIPS'24] What makes unlearning hard and what to do about it☆24May 24, 2025Updated last year
- Existing Literature about Machine Unlearning☆966Aug 29, 2025Updated last year
- Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models, 2023☆140Oct 22, 2025Updated 11 months ago
- Code for the paper 'An Information Theoretic Approach to Machine Unlearning'☆24Mar 20, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆12Aug 8, 2023Updated 3 years ago
- Unified Concept Editing in Diffusion Models☆194Dec 7, 2025Updated 9 months ago
- ☆23Feb 5, 2026Updated 7 months ago
- ☆187Apr 22, 2026Updated 4 months ago
- [NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"☆47Oct 3, 2025Updated 11 months ago
- A repository of resources on machine unlearning for diffusion models☆67Oct 9, 2025Updated 11 months ago
- ☆47Jan 15, 2025Updated last year
- Ablating Concepts in Text-to-Image Diffusion Models (ICCV 2023)☆170May 24, 2026Updated 3 months ago
- Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security☆52May 19, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems☆67May 21, 2025Updated last year
- [⭐ CVPR 2025 Highlight ⭐] Official Implementation of the paper STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing fro…☆32Apr 22, 2025Updated last year
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆63Sep 11, 2024Updated 2 years ago
- ☆28Dec 18, 2025Updated 9 months ago
- [NeurIPS D&B '25] The one-stop repository for LLM unlearning☆605Mar 18, 2026Updated 6 months ago
- ☆43Jun 1, 2023Updated 3 years ago
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated 2 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆70Feb 13, 2024Updated 2 years ago
- ☆62Jun 17, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆42Oct 11, 2023Updated 2 years ago
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 4 years ago
- ☆77Jul 15, 2024Updated 2 years ago
- A toolkit for optimizing machine learning models for practical applications☆32Mar 6, 2025Updated last year
- [CVPR 2025] Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion Models☆17Jan 8, 2026Updated 8 months ago
- Code for the paper "Data Attribution for Text-to-Image Models by Unlearning Synthesized Images."☆17May 23, 2025Updated last year
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆30Oct 1, 2024Updated last year