Rhyssiyan / DER-ClassIL.pytorch
The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
☆160Updated 3 years ago
Alternatives and similar repositories for DER-ClassIL.pytorch:
Users that are interested in DER-ClassIL.pytorch are comparing it to the libraries listed below
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆231Updated 4 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆162Updated 3 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆108Updated last year
- ☆98Updated 2 years ago
- Awesome Few-Shot Class-Incremental Learning☆234Updated last year
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆125Updated last year
- Learning a Unified Classifier Incrementally via Rebalancing☆188Updated 3 years ago
- ☆177Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆93Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆201Updated 3 years ago
- ☆35Updated 3 years ago
- PyTorch Implementation of iCaRL☆112Updated 5 years ago
- Implementation of Learning without Forgetting paper☆129Updated 4 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆137Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆240Updated 4 months ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆397Updated last year
- ☆35Updated 3 years ago
- ☆55Updated 2 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Updated 4 years ago
- This is the Pytorch implementation of LwF☆73Updated 2 months ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated last year
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆467Updated 2 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆76Updated 2 years ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆36Updated 2 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 4 years ago
- Official pytorch implementation of Rainbow Memory (CVPR 2021)☆123Updated 3 years ago
- The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.☆51Updated 2 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆41Updated last year
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆86Updated 3 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆44Updated 2 years ago