Official repository for Few-Shot Class-Incremental Learning (FSCIL)
☆250Sep 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"☆167Jun 22, 2021Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learning☆251Jan 14, 2024Updated 2 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆138Oct 31, 2023Updated 2 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆409Oct 3, 2023Updated 2 years ago
- Official implementation of CVPR 2023 paper Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation.☆39May 25, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆473Apr 10, 2025Updated 11 months ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆172Oct 29, 2021Updated 4 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- ☆33May 19, 2023Updated 2 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆563May 26, 2023Updated 2 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☆1,067Jan 29, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆121Mar 19, 2020Updated 6 years ago
- Awesome Incremental Learning☆4,427Mar 18, 2026Updated last week
- ☆22Dec 28, 2024Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆118May 13, 2023Updated 2 years ago
- Code associated with paper "Wandering Within a World: Online Contextualized Few-Shot Learning"☆25Jul 18, 2021Updated 4 years ago
- ☆60Apr 1, 2022Updated 3 years ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆29May 27, 2023Updated 2 years ago
- ☆10Sep 8, 2022Updated 3 years ago
- ☆35Jan 3, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆270Sep 29, 2021Updated 4 years ago
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆96Aug 7, 2023Updated 2 years ago
- PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"☆61Apr 1, 2022Updated 3 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆148Jun 30, 2022Updated 3 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☆74Feb 24, 2024Updated 2 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆609May 11, 2024Updated last year
- Official repository of the paper 'Essentials for Class Incremental Learning'☆42Sep 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
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆100Mar 30, 2022Updated 4 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆280Nov 7, 2024Updated last year
- ☆59Mar 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…☆1,838Nov 5, 2025Updated 4 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 4 years ago