yaoyao-liu / class-incremental-learningLinks
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
☆466Updated last month
Alternatives and similar repositories for class-incremental-learning
Users that are interested in class-incremental-learning are comparing it to the libraries listed below
Sorting:
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆404Updated last year
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆237Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆190Updated 4 years ago
- ☆177Updated 3 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆550Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆403Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 4 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆162Updated 3 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆519Updated 4 years ago
- ☆257Updated 3 years ago
- Implementation of Learning without Forgetting paper☆132Updated 4 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆165Updated 3 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆238Updated last year
- PyTorch Implementation of iCaRL☆115Updated 6 years ago
- ☆99Updated 2 years ago
- A clean and simple data loading library for Continual Learning☆430Updated last year
- Awesome Few-Shot Class-Incremental Learning☆239Updated last year
- pytorch implementation of Large Scale Incremental Learning☆66Updated 4 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆229Updated 4 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆425Updated 4 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆214Updated 6 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆278Updated 10 months ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆77Updated 2 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆400Updated 6 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆64Updated 6 years ago
- Relevant papers in Continual Learning☆729Updated last year
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆213Updated last year
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆97Updated last year
- Tools for generating mini-ImageNet dataset and processing batches☆447Updated 4 years ago