meta-learning topic

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

ugurkanates

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

xcfcode

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

gitabcworld

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

YannDubs

Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"

llan-ml

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

weimingwill

Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"

myungsub

My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning

Luvata

Awesome papers in few-shot learning/one-shot learning.

zhoumu53

Memory efficient MAML using gradient checkpointing

dbaranchuk