xialeiliu / Awesome-Incremental-Learning
Awesome Incremental Learning
☆3,901Updated 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
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,630Updated 9 months ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆565Updated 8 months ago
- Relevant papers in Continual Learning☆726Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆863Updated last month
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,539Updated last year
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,350Updated 5 years ago
- PyTorch implementation of Contrastive Learning methods☆1,952Updated last year
- A PyTorch Library for Meta-learning Research☆2,698Updated 7 months ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,819Updated 2 months ago
- Continual Learning papers list, curated by ContinualAI☆596Updated 8 months ago
- Collection for Few-shot Learning☆972Updated last year
- A curated list of resources for Learning with Noisy Labels☆2,648Updated 8 months ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,728Updated 7 months ago
- Awesome Knowledge Distillation☆3,527Updated 3 weeks ago
- A collection of AWESOME things about domian adaptation☆5,172Updated 3 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,224Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,172Updated last year
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆535Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,105Updated 10 months ago
- A curated list of awesome self-supervised methods☆6,205Updated 6 months ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,855Updated 3 weeks ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,188Updated last year
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,530Updated 8 months ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,239Updated last year
- DomainBed is a suite to test domain generalization algorithms☆1,444Updated 2 weeks ago
- AI conference deadline countdowns☆5,730Updated 4 months ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆517Updated 3 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,644Updated 3 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,787Updated 6 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆608Updated 3 weeks ago