Rhyssiyan / DER-ClassIL.pytorchLinks
The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
☆169Updated 4 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
Sorting:
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆247Updated 5 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆117Updated 2 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆166Updated 4 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆137Updated 2 years ago
- ☆37Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learning☆248Updated last year
- ☆61Updated 3 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆46Updated 2 years ago
- PyTorch Implementation of iCaRL☆118Updated 6 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆275Updated last year
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆147Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Updated 4 years ago
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- ☆177Updated 3 years ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆40Updated 3 years ago
- ☆101Updated 3 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆79Updated 2 years ago
- The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.☆58Updated 3 years ago
- ☆33Updated 2 years ago
- ☆14Updated 2 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Updated 2 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Updated 5 years ago
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆96Updated 4 years ago
- ☆35Updated 3 years ago
- Official implementation of CVPR 2023 paper Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation.☆39Updated 2 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆99Updated 4 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆126Updated 3 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated 2 years ago