Vision-Intelligence-and-Robots-Group / Best-Incremental-LearningLinks
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
☆596Updated last year
Alternatives and similar repositories for Best-Incremental-Learning
Users that are interested in Best-Incremental-Learning are comparing it to the libraries listed below
Sorting:
- PyCIL: A Python Toolbox for Class-Incremental Learning☆956Updated last month
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆553Updated 2 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆476Updated last month
- Awesome Few-Shot Class-Incremental Learning☆240Updated last year
- Class-Incremental Learning: A Survey (TPAMI 2024)☆262Updated 8 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆712Updated 3 weeks ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆406Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆184Updated 9 months ago
- ☆99Updated 2 years ago
- A list of papers that studies Novel Class Discovery☆493Updated last month
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆163Updated 3 years ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆316Updated 2 weeks ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆84Updated last year
- This is the Pytorch implementation of LwF☆77Updated 7 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆450Updated last year
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆164Updated 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…☆1,737Updated 2 months ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆97Updated 3 years ago
- Continual Learning papers list, curated by ContinualAI☆645Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆196Updated last year
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 4 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆242Updated 4 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆131Updated last year
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆509Updated last year
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆101Updated 10 months ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆75Updated 4 months ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆467Updated 3 months ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆116Updated 2 years ago