Official repository for Few-Shot Class-Incremental Learning (FSCIL)
☆251Sep 20, 2020Updated 5 years ago
Alternatives and similar repositories for fscil
Users that are interested in fscil are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆170Jun 22, 2021Updated 5 years ago
- Awesome Few-Shot Class-Incremental Learning☆252Jan 14, 2024Updated 2 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆139Oct 31, 2023Updated 2 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆410Oct 3, 2023Updated 2 years ago
- Official implementation of CVPR 2023 paper Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation.☆40May 25, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Learning a Unified Classifier Incrementally via Rebalancing☆196Apr 23, 2021Updated 5 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆470Apr 10, 2025Updated last year
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆174Oct 29, 2021Updated 4 years ago
- ☆178Feb 21, 2022Updated 4 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- ☆33May 19, 2023Updated 3 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆567May 26, 2023Updated 3 years ago
- Implementation of the paper "Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning"☆89Oct 28, 2022Updated 3 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,092Jan 29, 2026Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆123Mar 19, 2020Updated 6 years ago
- Awesome Incremental Learning☆4,489Jun 27, 2026Updated last week
- ☆22Dec 28, 2024Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆121May 13, 2023Updated 3 years ago
- Code associated with paper "Wandering Within a World: Online Contextualized Few-Shot Learning"☆25Jul 18, 2021Updated 4 years ago
- ☆62Apr 1, 2022Updated 4 years ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆29May 27, 2023Updated 3 years ago
- ☆35Jan 3, 2022Updated 4 years ago
- ☆271Sep 29, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆95Aug 7, 2023Updated 2 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆148Jun 30, 2022Updated 4 years ago
- PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"☆63Apr 1, 2022Updated 4 years ago
- The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023)☆38Nov 15, 2023Updated 2 years ago
- [CVPR 2023] Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning☆75Feb 24, 2024Updated 2 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆609May 11, 2024Updated 2 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆41Sep 16, 2021Updated 4 years ago
- Official PyTorch implementation of our ECCV2024 paper “Rethinking Few-shot Class-incremental Learning: Learning from Yourself”☆21Jan 12, 2025Updated last year
- A clean and simple data loading library for Continual Learning☆448Jun 25, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Co^2L: Contrastive Continual Learning (ICCV2021)☆101Mar 30, 2022Updated 4 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆284Nov 7, 2024Updated last year
- ☆61Mar 23, 2022Updated 4 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,868Nov 5, 2025Updated 8 months ago
- pytorch simple implement for "Dynamic Few-Shot Visual Learning without Forgetting" in Jupyter Version☆42Dec 2, 2018Updated 7 years ago
- ☆524Jul 5, 2021Updated 5 years ago
- Generative Feature Replay For Class-Incremental Learning☆38Apr 16, 2020Updated 6 years ago