Code for the paper 'An Information Theoretic Approach to Machine Unlearning'
☆24Mar 20, 2025Updated last year
Alternatives and similar repositories for Information-Theoretic-Unlearning
Users that are interested in Information-Theoretic-Unlearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆63Sep 11, 2024Updated last year
- ☆57Aug 17, 2024Updated 2 years ago
- ☆24Dec 17, 2025Updated 8 months ago
- [Deep Unlearning-PyTorch] Class Forgetting as in paper "Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgetti…☆16Jul 26, 2024Updated 2 years ago
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆151Feb 28, 2026Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆11Nov 1, 2023Updated 2 years ago
- [NeurIPS 2024] Official implementation of the paper “Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity"☆30Feb 13, 2026Updated 6 months ago
- ICCV 2023 - AdaptGuard: Defending Against Universal Attacks for Model Adaptation☆11Dec 23, 2023Updated 2 years ago
- Neural Feature Engineering☆14May 6, 2025Updated last year
- ☆11Jul 3, 2024Updated 2 years ago
- Knowledge Extraction with No Observable Data (NeurIPS 2019)☆46Jan 9, 2020Updated 6 years ago
- Official Implementation for "Editing Massive Concepts in Text-to-Image Diffusion Models"☆19Mar 21, 2024Updated 2 years ago
- Existing Literature about Machine Unlearning☆965Aug 29, 2025Updated last year
- ☆24Jan 15, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems☆67May 21, 2025Updated last year
- A PyTorch implementation of Mixup☆14Jun 2, 2018Updated 8 years ago
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆964Aug 13, 2026Updated 3 weeks ago
- STBP (Spatio Temporal Back Propagation) implemented on SL-Animals-DVS dataset for training Spiking Neural Networks☆11Jul 15, 2024Updated 2 years ago
- Official code for ProtoDiff☆16Dec 6, 2023Updated 2 years ago
- [BMVC2024] Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning☆14Jul 22, 2026Updated last month
- Empirical Fourier decomposition: An accurate signal decomposition method for nonlinear and non-stationary time series analysis☆16Feb 12, 2022Updated 4 years ago
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆34Mar 2, 2024Updated 2 years ago
- Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"☆21Oct 26, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆89Jun 28, 2026Updated 2 months ago
- ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"☆20Jul 18, 2024Updated 2 years ago
- Distributed AtomSpace Network client☆20Jan 19, 2026Updated 7 months ago
- [ICML 2024] Official Implementation of Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation☆13Jul 13, 2024Updated 2 years ago
- Official code for ICML 2024 paper, "Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models"☆19Jun 12, 2024Updated 2 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Mar 12, 2022Updated 4 years ago
- ☆23May 29, 2023Updated 3 years ago
- Official PyTorch Implementation☆17Dec 3, 2022Updated 3 years ago
- Simple Tool Caller for llama.cpp☆11Aug 12, 2024Updated 2 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.
- ☆25Dec 10, 2021Updated 4 years ago
- Simple Graph Condensation☆13Feb 26, 2025Updated last year
- Explaining Autonomous Driving Actions with Visual Question Answering (IEEE ITSC-2023)☆19Feb 15, 2024Updated 2 years ago
- Label-Imbalanced and Group-Sensitive Classification under Overparameterization☆17Nov 3, 2021Updated 4 years ago
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆21Oct 26, 2022Updated 3 years ago
- Official repository for ACCV 2020 paper 'Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance'☆18Jun 24, 2021Updated 5 years ago
- ☆14Oct 31, 2023Updated 2 years ago