IBM / constrained-FSCILLinks
PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"
☆56Updated 3 years ago
Alternatives and similar repositories for constrained-FSCIL
Users that are interested in constrained-FSCIL are comparing it to the libraries listed below
Sorting:
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆133Updated 2 years ago
 - The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023)☆38Updated last year
 - ☆60Updated 3 years ago
 - RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆55Updated 8 months ago
 - ☆33Updated 2 years ago
 - The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆46Updated 2 years ago
 - ☆16Updated 2 years ago
 - Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆165Updated 4 years ago
 - Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆124Updated 3 years ago
 - The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆166Updated 4 years ago
 - PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆118Updated 2 years ago
 - ☆13Updated 2 years ago
 - [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆91Updated 2 years ago
 - Code Implementation for CVPR 2023 Paper: Class-Incremental Exemplar Compression for Class-Incremental Learning☆25Updated 2 years ago
 - ☆13Updated 2 years ago
 - Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆26Updated 3 years ago
 - Awesome Few-Shot Class-Incremental Learning☆245Updated last year
 - Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
 - Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆145Updated 3 years ago
 - Class-Incremental Learning: A Survey (TPAMI 2024)☆264Updated 11 months ago
 - The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.☆57Updated 2 years ago
 - Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆150Updated last year
 - Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆245Updated 5 years ago
 - The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch☆64Updated last year
 - Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆45Updated 3 years ago
 - Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆30Updated 2 years ago
 - Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆139Updated last year
 - [CVPR 2023] Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning☆72Updated last year
 - Official implementation for paper titled "Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning" accepted at I…☆19Updated last year
 - PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆38Updated 3 years ago