xialeiliu / Awesome-Incremental-LearningLinks
Awesome Incremental Learning
☆4,177Updated 2 weeks ago
Alternatives and similar repositories for Awesome-Incremental-Learning
Users that are interested in Awesome-Incremental-Learning are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,749Updated 3 months ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆967Updated last week
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆597Updated last year
- Continual Learning papers list, curated by ContinualAI☆651Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆718Updated 2 weeks ago
- Relevant papers in Continual Learning☆735Updated 2 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,940Updated 5 months ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆553Updated 2 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,849Updated last year
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,622Updated 2 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,164Updated last year
- Awesome Knowledge Distillation☆3,725Updated 2 months ago
- A curated list of resources for Learning with Noisy Labels☆2,700Updated 3 months ago
- A collection of AWESOME things about domian adaptation☆5,319Updated 10 months ago
- Collection for Few-shot Learning☆984Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,286Updated 11 months 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 awesome self-supervised methods☆6,315Updated last year
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,367Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,275Updated 2 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,438Updated 6 years ago
- PyTorch implementation of Contrastive Learning methods☆1,987Updated last year
- A PyTorch Library for Meta-learning Research☆2,825Updated last year
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,520Updated 7 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,337Updated last year
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,750Updated last month
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,756Updated last year
- A curated list of Multimodal Related Research.☆1,368Updated 2 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,228Updated last year
- AI conference deadline countdowns☆5,929Updated 11 months ago