donlee90 / icarlLinks
PyTorch Implementation of iCaRL
☆119Updated 6 years ago
Alternatives and similar repositories for icarl
Users that are interested in icarl are comparing it to the libraries listed below
Sorting:
- Implementation of Learning without Forgetting paper☆134Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Updated 4 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆165Updated 4 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆67Updated 5 years ago
- ☆177Updated 3 years ago
- ☆101Updated 3 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆245Updated 5 years ago
- ☆266Updated 4 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated 2 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆218Updated 6 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆165Updated 4 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆118Updated 2 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated 2 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 5 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Updated 6 months ago
- ☆36Updated 4 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆78Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆414Updated 2 years ago
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Updated last year
- ☆72Updated 5 years ago
- ☆73Updated 2 years ago
- Memory Aware Synapses method implementation code☆97Updated 7 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆97Updated 4 years ago
- ☆60Updated 3 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆45Updated 3 years ago
- This is the Pytorch implementation of LwF☆78Updated 10 months ago
- ☆35Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆104Updated 2 years ago