srvCodes / continual-learning-benchmarkLinks
Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.
☆52Updated last year
Alternatives and similar repositories for continual-learning-benchmark
Users that are interested in continual-learning-benchmark are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of iCaRL☆119Updated 6 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
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆247Updated 5 years ago
- ☆177Updated 3 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆45Updated 3 years ago
- Implementation of Learning without Forgetting paper☆134Updated 4 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated 2 years ago
- Generative Feature Replay For Class-Incremental Learning☆37Updated 5 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆118Updated 2 years ago
- ☆23Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆166Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆67Updated 5 years ago
- ☆60Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discrimina…☆58Updated 3 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 code for the ICCV'21 paper: "Always Be Dreaming: A New Approach for Class-Incremental Learning"☆64Updated 3 years ago
- ☆101Updated 3 years ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆38Updated 3 years ago
- ☆61Updated 2 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆134Updated 2 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆165Updated 4 years ago
- PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"☆44Updated last year
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆105Updated 2 years ago
- Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowl…☆117Updated 3 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆97Updated 4 years ago
- This is the Pytorch implementation of LwF☆79Updated 10 months ago
- Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"☆23Updated 3 years ago
- Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"☆14Updated 3 years ago