[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
☆86Feb 28, 2026Updated 2 months ago
Alternatives and similar repositories for Unlearn-Sparse
Users that are interested in Unlearn-Sparse are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆145Feb 28, 2026Updated 2 months ago
- ☆12Aug 8, 2023Updated 2 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆25May 27, 2025Updated 11 months ago
- ☆60Jun 17, 2020Updated 5 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.
- [NeurIPS24] "What makes unlearning hard and what to do about it" [NeurIPS24] "Scalability of memorization-based machine unlearning"☆22May 24, 2025Updated 11 months ago
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆59Sep 11, 2024Updated last year
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 3 years ago
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆943Apr 4, 2026Updated 3 weeks ago
- Camouflage poisoning via machine unlearning☆19Jul 3, 2025Updated 9 months ago
- Existing Literature about Machine Unlearning☆963Aug 29, 2025Updated 8 months ago
- ☆53Aug 17, 2024Updated last year
- Official repo for NeurIPS'24 paper "WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models"☆19Dec 16, 2024Updated last year
- [NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"☆45Oct 3, 2025Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks (ICLR 2023 Spotlight)☆14Sep 28, 2025Updated 7 months ago
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆84Nov 11, 2024Updated last year
- Implementation of the CVPR2025 paper LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty.☆20Sep 10, 2025Updated 7 months ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆50Nov 4, 2024Updated last year
- ☆16Sep 8, 2021Updated 4 years ago
- ☆37Nov 24, 2021Updated 4 years ago
- ☆31Oct 7, 2021Updated 4 years ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆30Oct 1, 2024Updated last year
- Certified Removal from Machine Learning Models☆69Aug 23, 2021Updated 4 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.
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆87Feb 28, 2025Updated last year
- ☆18May 30, 2025Updated 11 months ago
- Attempt at reproducing the metric from Neurips 2023 Unlearning Challenge on Kaggle. Code for training checkpoints on retain set and unlea…☆12Nov 8, 2023Updated 2 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆27Nov 18, 2024Updated last year
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆174Jul 5, 2024Updated last year
- ☆13Feb 24, 2020Updated 6 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆50May 20, 2022Updated 3 years ago
- LLM Unlearning☆184Oct 20, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Code of Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers (AAAI 2024)☆20Oct 27, 2024Updated last year
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆20Apr 3, 2024Updated 2 years ago
- ☆14Jun 5, 2020Updated 5 years ago
- Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security☆51May 19, 2023Updated 2 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Feb 13, 2024Updated 2 years ago
- [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…☆52Sep 17, 2023Updated 2 years ago
- Code for the paper 'An Information Theoretic Approach to Machine Unlearning'☆24Mar 20, 2025Updated last year