[ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"
☆95Aug 7, 2023Updated 2 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:
- ☆14Feb 18, 2023Updated 3 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆139Oct 31, 2023Updated 2 years ago
- ☆33May 19, 2023Updated 3 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆170Jun 22, 2021Updated 5 years ago
- [CVPR 2023] Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning☆75Feb 24, 2024Updated 2 years 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.
- Awesome Few-Shot Class-Incremental Learning☆252Jan 14, 2024Updated 2 years ago
- PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"☆63Apr 1, 2022Updated 4 years ago
- OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning☆33Oct 13, 2025Updated 8 months ago
- The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023)☆38Nov 15, 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
- Official repository of ”Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning"☆40Aug 1, 2025Updated 10 months ago
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆46Oct 12, 2022Updated 3 years ago
- ☆22Dec 28, 2024Updated last year
- ☆14Mar 21, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Implementation of the paper "Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning"☆89Oct 28, 2022Updated 3 years ago
- ☆35Jan 3, 2022Updated 4 years ago
- Prototype-based Incremental Few-Shot Semantic Segmentation☆37Dec 20, 2021Updated 4 years ago
- ☆10May 16, 2023Updated 3 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,094Jan 29, 2026Updated 5 months ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆29May 27, 2023Updated 3 years ago
- ☆10Sep 8, 2022Updated 3 years ago
- Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]☆51Nov 21, 2024Updated last year
- ☆30Nov 29, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning…☆35Feb 10, 2023Updated 3 years ago
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆38May 19, 2023Updated 3 years ago
- Code for the Interspeech 2024 paper "MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting"☆48Jan 24, 2026Updated 5 months ago
- ☆59Jun 21, 2024Updated 2 years ago
- CVPR2023: AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning☆18May 19, 2023Updated 3 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆283Nov 7, 2024Updated last year
- Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)☆75Sep 6, 2024Updated last year
- ☆12Nov 17, 2023Updated 2 years ago
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆57Sep 5, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆45Nov 12, 2024Updated last year
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆608May 11, 2024Updated 2 years ago
- Official implementation of Few-shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt (ECCV2024)☆37Jul 18, 2024Updated last year
- A list of papers and codes about Incremental/Continual Semantic Segmentation☆15Mar 10, 2024Updated 2 years ago
- ☆17Nov 17, 2024Updated last year
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)☆28Dec 31, 2025Updated 6 months ago