MasLiang / Learning-without-Forgetting-using-PytorchLinks
This is the Pytorch implementation of LwF
☆80Updated last year
Alternatives and similar repositories for Learning-without-Forgetting-using-Pytorch
Users that are interested in Learning-without-Forgetting-using-Pytorch are comparing it to the libraries listed below
Sorting:
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- ☆101Updated 3 years ago
- PyTorch Implementation of iCaRL☆118Updated 6 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆247Updated 5 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆169Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learning☆248Updated last year
- Open Set Recognition☆174Updated 4 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated 2 years ago
- ☆177Updated 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
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆276Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆117Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Updated 4 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆137Updated 2 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Updated 4 years ago
- PyTorch Implementation of Robust Classification with Convolutional Prototype Learning☆70Updated 6 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆557Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆419Updated 2 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆166Updated 4 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Updated 8 months ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Updated 2 years ago
- [TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition☆187Updated 2 years ago
- ☆35Updated 4 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆108Updated 4 months ago
- Code for CVPR2020 paper: Conditional Gaussian Distribution Learning for Open Set Recognition☆41Updated 5 years ago
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆96Updated 4 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆45Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- PyTorch implementation for "Classification-Reconstruction Learning for Open-Set Recognition" CVPR 2019.☆57Updated 3 years ago