yaoyao-liu / class-incremental-learningLinks
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
☆470Updated 5 months ago
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).☆407Updated last year
- Learning a Unified Classifier Incrementally via Rebalancing☆190Updated 4 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆243Updated 4 years ago
- ☆177Updated 3 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆554Updated 2 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆163Updated 3 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Updated 4 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆412Updated 2 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆429Updated 5 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Updated 5 years ago
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- PyTorch Implementation of iCaRL☆117Updated 6 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆521Updated 4 years ago
- ☆263Updated 3 years ago
- ☆98Updated 3 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆231Updated 4 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 5 years ago
- ☆372Updated 4 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆164Updated 4 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆455Updated 4 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated 2 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- Official pytorch implementation of Rainbow Memory (CVPR 2021)☆125Updated 3 years ago
- Awesome Few-Shot Class-Incremental Learning☆240Updated last year
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆469Updated last year
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆645Updated 3 years ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆99Updated last year
- ☆71Updated 5 years ago
- This is the Pytorch implementation of LwF☆77Updated 8 months ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆345Updated 5 years ago