Self-supervised Learning

SubTab Project Logo
SubTab

SubTab - Subsetting Features of Tabular Data for Self-Supervised Representation Learning

CPC Project Logo
CPC

Representation Learning with Contrastive Predictive Coding

SimCLR Project Logo
SimCLR

A Simple Framework for Contrastive Learning of Visual Representations

BYOL Project Logo
BYOL

Bootstrap Your Own Latent, A New Approach to Self-Supervised Learning

Multi-modal learning

Multi-domain translation Project Logo
Multi-domain translation

Multi-domain translation between single-cell imaging and sequencing data using autoencoders

Domain Adaptation Project Logo
Domain Adaptation

Learning shared representation for domain adaptation/translation/alignment