Transfer learning / domain adaptation / domain generalization / multi-ta...
A collection of AWESOME things about domian adaptation
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
A collection of extensions and data-loaders for few-shot learning & meta...
FSL-Mate: A collection of resources for few-shot learning (FSL).
A curated list of Meta Learning papers, code, books, blogs, videos, dat...
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
Repository for few-shot learning machine learning projects
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and m...
Implementations of few-shot object detection benchmarks
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network ...
Measuring Massive Multitask Language Understanding | ICLR 2021
Collection for Few-shot Learning
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
A dataset of datasets for learning to learn from few examples