chrhenning / posterior_replay_cl
Continual learning of task-specific approximations of the parameter posterior distribution via a shared hypernetwork.
☆16Updated 3 months ago
Alternatives and similar repositories for posterior_replay_cl:
Users that are interested in posterior_replay_cl are comparing it to the libraries listed below
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆45Updated 2 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated 2 years ago
- Code for PCA-OGD (AISTATS 2021)☆11Updated 3 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Updated 4 years ago
- ☆14Updated 4 years ago
- ☆38Updated 3 months ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Updated 2 years ago
- ☆23Updated 3 years ago
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆40Updated 2 years ago
- "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition", ICLR 2020☆22Updated 2 years ago
- ☆22Updated last year
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆88Updated 3 years ago
- ☆31Updated 2 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆27Updated 3 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆17Updated last year
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Updated 3 years ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆25Updated last year
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- Code for the pubblication "Distilled Replay: Overcoming Forgetting through Synthetic Examples"☆13Updated 3 years ago
- [ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"☆20Updated 2 years ago
- HSML Dynamic version for ICML 2019☆12Updated 5 years ago
- Model Zoos for Continual Learning (ICLR 22)☆43Updated last year
- ☆53Updated 5 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆15Updated last year
- Code for Improving Task-free Continual Learning by Distributionally Robust Memory Evolution (ICML 2022)☆11Updated 2 years ago
- ☆14Updated 5 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆30Updated 3 years ago
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆25Updated last year
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆42Updated 2 years ago