lrzpellegrini / icarl-pytorchLinks
A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)
☆11Updated 4 years ago
Alternatives and similar repositories for icarl-pytorch
Users that are interested in icarl-pytorch are comparing it to the libraries listed below
Sorting:
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,005Updated 2 months ago
- ☆101Updated 3 years ago
- Source code for the paper "Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning" from WACV 2024☆12Updated last year
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆555Updated 2 years ago
- This is the Pytorch implementation of LwF☆78Updated 10 months ago
- Implementation of Learning without Forgetting paper☆134Updated 4 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆746Updated 2 months ago
- PyTorch implementation for "Classification-Reconstruction Learning for Open-Set Recognition" CVPR 2019.☆57Updated 3 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆264Updated 11 months ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆602Updated last year
- Awesome Few-Shot Class-Incremental Learning☆245Updated last year
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆105Updated last month
- PyTorch Implementation of iCaRL☆119Updated 6 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆313Updated last year
- 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
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆41Updated 11 months ago
- Open Set Recognition☆172Updated 4 years ago
- ☆18Updated 6 months ago
- OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning☆29Updated 2 weeks 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 a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆78Updated 2 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆514Updated 2 months ago
- The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch☆64Updated last year
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆57Updated last year
- ☆16Updated 2 years ago
- Official Pytorch implementations of TCIL, accepted at AAAI 2023☆18Updated 2 years ago
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)☆20Updated 6 months ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆42Updated last year
- Provides examples for using the WiSig dataset☆25Updated 3 years ago