Vision-Intelligence-and-Robots-Group / Best-Incremental-LearningLinks
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
☆603Updated 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☆1,008Updated 2 months ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆555Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆268Updated last year
- Awesome Few-Shot Class-Incremental Learning☆246Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆521Updated 2 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆749Updated 2 months ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆415Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆197Updated last year
- A list of papers that studies Novel Class Discovery☆509Updated 3 months ago
- ☆101Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆166Updated 4 years ago
- This is the Pytorch implementation of LwF☆79Updated 10 months ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆93Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,791Updated last week
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆165Updated 4 years ago
- Continual Learning papers list, curated by ContinualAI☆668Updated last year
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆245Updated 5 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Updated 7 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆465Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Updated 2 years ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆331Updated last week
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆134Updated 2 years ago
- Implementation of Learning without Forgetting paper☆134Updated 4 years ago
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆199Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Updated 4 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆314Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,175Updated last year
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆523Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆118Updated 2 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆106Updated 2 months ago