☆102Aug 7, 2022Updated 4 years ago
Alternatives and similar repositories for iCaRL
Users that are interested in iCaRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆178Feb 21, 2022Updated 4 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆409Oct 3, 2023Updated 2 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆197Apr 23, 2021Updated 5 years ago
- Implementation of Learning without Forgetting paper☆133Mar 11, 2021Updated 5 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆470Apr 10, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆272Sep 29, 2021Updated 4 years ago
- ☆61Mar 23, 2022Updated 4 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆424May 30, 2023Updated 3 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆121May 13, 2023Updated 3 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,099Jan 29, 2026Updated 6 months ago
- A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)☆13Apr 20, 2021Updated 5 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆174Oct 29, 2021Updated 4 years ago
- Awesome Incremental Learning☆4,504Jun 27, 2026Updated last month
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆110Jul 25, 2024Updated 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
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆568May 26, 2023Updated 3 years ago
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆21Oct 26, 2022Updated 3 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆41Sep 16, 2021Updated 4 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆253Sep 20, 2020Updated 5 years ago
- Generative Feature Replay For Class-Incremental Learning☆38Apr 16, 2020Updated 6 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 5 years ago
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Evaluate three types of task shifting with popular continual learning algorithms.☆531Apr 26, 2021Updated 5 years ago
- A pytorch implementation of CVPR 2019 paper Learning without Memorizing.☆17Jul 25, 2024Updated 2 years ago
- Code implementation for paper "On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals".☆17Dec 15, 2021Updated 4 years ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆40Aug 7, 2022Updated 4 years ago
- Class Incremental learning, Task Incremental Learning☆17Dec 19, 2022Updated 3 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆21Oct 19, 2022Updated 3 years ago
- ChangeIt dataset with more than 2600 hours of video with state-changing actions published at CVPR 2022☆11Mar 23, 2022Updated 4 years ago
- Code for "Continual Learning of Object Instances", Implemented in PyTorch, https://arxiv.org/abs/2004.10862☆11Jun 12, 2020Updated 6 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆122Aug 11, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- AI学习之路☆147Jul 5, 2026Updated last month
- Open Set Recognition☆179Sep 13, 2021Updated 4 years ago
- (AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network☆23Feb 3, 2021Updated 5 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆285Nov 7, 2024Updated last year
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Jun 27, 2022Updated 4 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆357Feb 20, 2024Updated 2 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆63Feb 15, 2019Updated 7 years ago