[ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"
☆96Aug 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
Sorting:
- ☆14Feb 18, 2023Updated 3 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆137Oct 31, 2023Updated 2 years ago
- ☆33May 19, 2023Updated 2 years ago
- 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☆250Jan 14, 2024Updated 2 years ago
- PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"☆61Apr 1, 2022Updated 3 years ago
- OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning☆33Oct 13, 2025Updated 5 months ago
- Official implementation of CVPR 2023 paper Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation.☆39May 25, 2023Updated 2 years ago
- Official repository of ”Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning"☆39Aug 1, 2025Updated 7 months ago
- ☆22Dec 28, 2024Updated last year
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆49Oct 12, 2022Updated 3 years ago
- ☆14Mar 21, 2025Updated last year
- 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☆36Dec 20, 2021Updated 4 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆249Sep 20, 2020Updated 5 years ago
- ☆10May 16, 2023Updated 2 years ago
- [MIPR 2022 & TMM 2023] "Attentive Graph Neural Networks for Few-shot Learning" with its extension version☆16Apr 17, 2023Updated 2 years ago
- Official code of "Continuous Knowledge-Preserving Decomposition with Adaptive Layer Selection for Few-Shot Class-Incremental Learning"☆33Aug 22, 2025Updated 6 months ago
- ☆10Sep 8, 2022Updated 3 years ago
- Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning☆15Feb 14, 2023Updated 3 years ago
- Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]☆49Nov 21, 2024Updated last year
- ☆30Nov 29, 2023Updated 2 years ago
- Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning…☆35Feb 10, 2023Updated 3 years ago
- Code for CLVision workshop (CVPR 2024) paper - Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-train…☆11Nov 12, 2024Updated last year
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆38May 19, 2023Updated 2 years ago
- Code for the Interspeech 2024 paper "MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting"☆47Jan 24, 2026Updated last month
- ☆61Jun 21, 2024Updated last year
- Class-Incremental Learning: A Survey (TPAMI 2024)☆280Nov 7, 2024Updated last year
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆41Nov 12, 2024Updated last year
- Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)☆74Sep 6, 2024Updated last year
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆57Sep 5, 2024Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆607May 11, 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
- Official implementation of Few-shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt (ECCV2024)☆35Jul 18, 2024Updated last year
- A list of papers and codes about Incremental/Continual Semantic Segmentation☆15Mar 10, 2024Updated 2 years ago
- ☆50Apr 5, 2025Updated 11 months ago
- CVPR2021☆12Mar 29, 2021Updated 4 years ago
- Official implementation of "PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords" (INTERSPEECH 2023)☆59Jun 3, 2024Updated last year