MehdiAbbanaBennani / continual-learning-ogdplusLinks
Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)
☆44Updated 3 years ago
Alternatives and similar repositories for continual-learning-ogdplus
Users that are interested in continual-learning-ogdplus are comparing it to the libraries listed below
Sorting:
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆99Updated 4 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆105Updated 3 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆170Updated 3 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Updated 5 years ago
- Coresets via Bilevel Optimization☆68Updated 5 years ago
- ☆73Updated 3 years ago
- ☆29Updated 4 years ago
- ☆39Updated last year
- ☆37Updated 4 years ago
- This repositorie es the code of the paper Optimizing Reusable Knowledge for Continual Learning via Metalearning.☆11Updated 4 years ago
- ☆22Updated 2 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆45Updated 3 years ago
- ☆19Updated 5 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆218Updated 6 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆100Updated 2 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆52Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Updated 4 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆35Updated 4 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- ☆67Updated 3 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆79Updated 5 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 4 years ago
- Class Incremental Learning☆30Updated 2 years ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆28Updated 2 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆123Updated 4 years ago
- ☆49Updated 3 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Updated 3 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆89Updated 3 years ago
- Code for PCA-OGD (AISTATS 2021)☆11Updated 4 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Updated 3 years ago