☆103Aug 7, 2022Updated 3 years ago
Alternatives and similar repositories for iCaRL
Users that are interested in iCaRL are comparing it to the libraries listed below
Sorting:
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Oct 3, 2023Updated 2 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆472Apr 10, 2025Updated 10 months ago
- Implementation of Learning without Forgetting paper☆131Mar 11, 2021Updated 4 years ago
- ☆59Mar 23, 2022Updated 3 years ago
- ☆269Sep 29, 2021Updated 4 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,057Jan 29, 2026Updated last month
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆105Dec 8, 2022Updated 3 years ago
- Awesome Incremental Learning☆4,405Jan 29, 2026Updated last month
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,827Nov 5, 2025Updated 3 months ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆561May 26, 2023Updated 2 years ago
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Nov 23, 2023Updated 2 years ago
- A pytorch implementation of CVPR 2019 paper Learning without Memorizing.☆17Jul 25, 2024Updated last year
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53May 8, 2023Updated 2 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Oct 19, 2022Updated 3 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆109Jul 25, 2024Updated last year
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆22Oct 26, 2022Updated 3 years ago
- This is a public repository for:☆39Aug 11, 2021Updated 4 years ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆40Aug 7, 2022Updated 3 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆248Sep 20, 2020Updated 5 years ago
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 7 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- Generative Feature Replay For Class-Incremental Learning☆38Apr 16, 2020Updated 5 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆42Sep 16, 2021Updated 4 years ago
- ☆10May 24, 2022Updated 3 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Aug 2, 2020Updated 5 years ago
- Code for "Continual Learning of Object Instances", Implemented in PyTorch, https://arxiv.org/abs/2004.10862☆11Jun 12, 2020Updated 5 years ago
- Code implementation for paper "On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals".☆17Dec 15, 2021Updated 4 years ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆65Jun 11, 2024Updated last year
- A Generic Multi-classifier Paradigm forIncremental Learning☆11Aug 22, 2020Updated 5 years ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆15Aug 12, 2024Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆334Feb 20, 2024Updated 2 years ago
- R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning, ECCV2022 [PyTorch Code]☆15Sep 19, 2022Updated 3 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆278Nov 7, 2024Updated last year
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆107Sep 3, 2025Updated 6 months ago
- Replication of baselines that address incremental learning issues and definition of new approaches to overcome existing limitations☆14Aug 2, 2020Updated 5 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆63Feb 15, 2019Updated 7 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆782Feb 23, 2026Updated last week