zhoudw-zdw / Awesome-Few-Shot-Class-Incremental-Learning
Awesome Few-Shot Class-Incremental Learning
☆228Updated last year
Alternatives and similar repositories for Awesome-Few-Shot-Class-Incremental-Learning:
Users that are interested in Awesome-Few-Shot-Class-Incremental-Learning are comparing it to the libraries listed below
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆157Updated 3 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆122Updated last year
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆157Updated 3 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆230Updated 4 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆231Updated 2 months ago
- ☆96Updated 2 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆107Updated last year
- The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.☆62Updated 5 months ago
- The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch☆44Updated last year
- ☆29Updated last year
- Co^2L: Contrastive Continual Learning (ICCV2021)☆92Updated 2 years ago
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆48Updated 11 months ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆199Updated 3 years ago
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆85Updated 3 years ago
- ☆35Updated 3 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆134Updated 2 years ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆92Updated 4 months ago
- Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"☆27Updated 2 years ago
- The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.☆51Updated 2 years ago
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆36Updated 2 months ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆91Updated 2 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆393Updated last year
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆35Updated 2 years ago
- The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023) in PyTorch.☆35Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆108Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆130Updated 5 months ago
- ☆54Updated 2 years ago
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆185Updated last year
- A curated list of Continual Learning papers and BibTeX entries☆172Updated 3 months ago
- ☆175Updated 2 years ago