hastings24 / rethinking_er
Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"
☆45Updated 2 years ago
Alternatives and similar repositories for rethinking_er:
Users that are interested in rethinking_er are comparing it to the libraries listed below
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated 2 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆27Updated 3 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- ☆72Updated 2 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Updated 2 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆44Updated 3 years ago
- Generative Feature Replay For Class-Incremental Learning☆37Updated 5 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆101Updated 2 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆40Updated 3 years ago
- ☆63Updated 3 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆35Updated 3 years ago
- ☆26Updated 3 years ago
- ☆29Updated 3 years ago
- This is a public repository for:☆38Updated 3 years ago
- [NeurIPS 2020, Spotlight] Improved Schemes for Episodic Memory-based Lifelong Learning☆18Updated 4 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆95Updated 3 years ago
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆28Updated 2 years ago
- ☆57Updated 3 years ago
- ☆20Updated 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
- ☆61Updated 3 years ago
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆21Updated 2 years ago
- Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving☆39Updated 2 years ago
- A Generic Multi-classifier Paradigm forIncremental Learning☆11Updated 4 years ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆26Updated last year
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆97Updated last year
- ☆35Updated 3 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Updated 3 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆36Updated 4 years ago