facebookresearch / CTrLBenchmarkLinks
Benchmark for Lifelong learning research
☆119Updated 3 years ago
Alternatives and similar repositories for CTrLBenchmark
Users that are interested in CTrLBenchmark are comparing it to the libraries listed below
Sorting:
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Updated 4 years ago
- Code for "Supermasks in Superposition"☆124Updated last year
- A repository to keep track of literature on catastrophic forgetting☆37Updated 5 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning☆49Updated 2 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆92Updated last year
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆193Updated 2 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆105Updated 2 years ago
- CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!☆59Updated 2 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆75Updated 2 years ago
- A pytorch compatible data loader to create sequence of tasks for Continual Learning☆33Updated 5 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Updated 4 years ago
- Memory efficient MAML using gradient checkpointing☆84Updated 5 years ago
- Meta-Learning with Warped Gradient Descent☆93Updated 4 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆204Updated 3 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆82Updated last year
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆203Updated 11 months ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆101Updated 2 years ago
- ☆34Updated 3 years ago
- A Neuromodulated Meta-Learning algorithm☆116Updated 5 years 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
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- ☆72Updated 2 years ago
- Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)☆18Updated 3 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Updated 2 years ago
- ☆55Updated 4 years ago
- ☆26Updated 4 years ago
- [NeurIPS 2020, Spotlight] Improved Schemes for Episodic Memory-based Lifelong Learning☆18Updated 4 years ago
- ☆84Updated last year