PyTorch Implementation of iCaRL
☆118May 6, 2019Updated 6 years ago
Alternatives and similar repositories for icarl
Users that are interested in icarl are comparing it to the libraries listed below
Sorting:
- ☆269Sep 29, 2021Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Aug 2, 2020Updated 5 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆109Jul 25, 2024Updated last year
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Nov 30, 2022Updated 3 years ago
- Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"☆14Dec 15, 2018Updated 7 years ago
- ☆11Jan 16, 2020Updated 6 years ago
- Awesome Incremental Learning☆4,410Jan 29, 2026Updated last month
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆472Apr 10, 2025Updated 10 months ago
- The rep for the RotateNetworks in ICPR18, Beijing, China.☆33Aug 28, 2018Updated 7 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- ☆74Jan 10, 2020Updated 6 years ago
- ☆60Apr 1, 2022Updated 3 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆561May 26, 2023Updated 2 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆406Oct 22, 2018Updated 7 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,057Jan 29, 2026Updated last month
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- Memory Aware Synapses method implementation code☆99Oct 8, 2018Updated 7 years ago
- The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.☆13Dec 24, 2021Updated 4 years ago
- Memory Replay with Data Compression (ICLR 2022)☆16Sep 26, 2023Updated 2 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆119May 13, 2023Updated 2 years ago
- Elastic weight consolidation technique for incremental learning.☆152Dec 23, 2020Updated 5 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆105Dec 8, 2022Updated 3 years ago
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Dec 15, 2022Updated 3 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆118Aug 7, 2023Updated 2 years ago
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆22Oct 26, 2022Updated 3 years ago
- A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"☆61Nov 12, 2019Updated 6 years ago
- Unofficial PyTorch implementation of the paper "Conditional Channel Gated Networks for Task-Aware Continual Learning"☆20Jan 22, 2021Updated 5 years ago
- ☆23Jul 19, 2021Updated 4 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆248Sep 20, 2020Updated 5 years ago
- An implementation of EWC with PyTorch☆257Mar 27, 2019Updated 6 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- Automatic script to parse bibtex to mardown to create manageable bibliography github repository. We take the example of continual learnin…☆11Nov 1, 2020Updated 5 years ago
- The source code for BMVC 2018 paper - Exemplar-Supported Generative Reproduction for Class Incremental Learning☆13Nov 4, 2018Updated 7 years ago
- Feature Translation for Exemplar-Free Class-Incremental Learning☆48Jun 5, 2023Updated 2 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆167Jun 22, 2021Updated 4 years ago
- Lifelong Learning with Dynamically Expandable Networks☆20Feb 18, 2018Updated 8 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆63Feb 15, 2019Updated 7 years ago