chrhenning / posterior_replay_clLinks
Continual learning of task-specific approximations of the parameter posterior distribution via a shared hypernetwork.
☆16Updated 7 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
Sorting:
- 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"☆46Updated 2 years ago
- ☆38Updated 7 months ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆30Updated 3 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆36Updated 4 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated 2 years ago
- ☆22Updated last year
- ☆14Updated 4 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Updated 6 years ago
- Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxi…☆68Updated 3 years ago
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆42Updated 2 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆27Updated 3 years ago
- The PackNet Continual Learning Method in Pytorch☆14Updated 3 years ago
- Code for Improving Task-free Continual Learning by Distributionally Robust Memory Evolution (ICML 2022)☆12Updated 2 years ago
- HSML Dynamic version for ICML 2019☆12Updated 5 years ago
- ☆30Updated 11 months ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 4 years ago
- Code for PCA-OGD (AISTATS 2021)☆11Updated 4 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Updated 2 years ago
- Coresets via Bilevel Optimization☆66Updated 4 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆34Updated 2 years ago
- Official PyTorch implementation of "EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization"☆22Updated 3 years ago
- [NeurIPS 2020, Spotlight] Improved Schemes for Episodic Memory-based Lifelong Learning☆18Updated 4 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆35Updated 4 years ago
- ☆32Updated 2 years ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆27Updated last year
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Updated 4 years ago
- "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition", ICLR 2020☆23Updated 3 years ago