Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
FSL-Mate: A collection of resources for few-shot learning (FSL).
A curated list of Meta Learning papers, code, books, blogs, videos, dat...
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and m...
A Deep Learning library for EEG Tasks (Signals) Classification, based on...
Implementation of Siamese Neural Networks for One-shot Image Recognition
Implementation of One-Shot Object Detection with Co-Attention and Co-Exc...
Tools for generating mini-ImageNet dataset and processing batches
Siamese Mask R-CNN model for one-shot instance segmentation
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on...
Matching Networks for one shot learning
Some State-of-the-Art few shot learning algorithms in tensorflow 2
OneShot Learning-based hotword detection.
Official pytorch implementation of the paper "Bayesian Meta-Learning for...
TensorFlow implementation of Neural Turing Machines (NTM), with its appl...