An easy, modularized, DIY Federated Learning framework with many baselines for individual researchers.

[AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients

Shaping Visual Representations with Language for Few-shot Classification, ACL 2020

IJCAI 2019 : Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph

Code for hierarchical imitation learning and reinforcement learning

Reinforcement learning with unsupervised auxiliary tasks

Modular multitask reinforcement learning with policy sketches

Evaluation of the Sepsis-3 guidelines in MIMIC-III

Learning to reinforcement learn and treating sepsis on the side

Modularized Implementation of Deep RL Algorithms in PyTorch

Deep Learning Architecture Genealogy Project

Reinforcement Learning for optimal sepsis treatment policies