Vision-Intelligence-and-Robots-Group / Best-Incremental-LearningLinks
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
☆597Updated 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☆967Updated this week
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆553Updated 2 years ago
- Awesome Few-Shot Class-Incremental Learning☆241Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆479Updated last month
- Class-Incremental Learning: A Survey (TPAMI 2024)☆263Updated 9 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆718Updated 2 weeks ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆410Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆190Updated 10 months ago
- A list of papers that studies Novel Class Discovery☆499Updated 2 weeks ago
- ☆98Updated 3 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆164Updated 4 years ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆87Updated last year
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆162Updated 3 years ago
- Continual Learning papers list, curated by ContinualAI☆651Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆243Updated 4 years ago
- This is the Pytorch implementation of LwF☆77Updated 7 months ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆466Updated 4 months ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆131Updated last year
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆318Updated last week
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆196Updated last year
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆510Updated last year
- Implementation of Learning without Forgetting paper☆133Updated 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…☆1,748Updated 3 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆455Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆203Updated 4 years 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 DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆119Updated 2 years ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆101Updated 10 months ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,162Updated last year