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Josh Robinson's Projects

autogluon icon autogluon

AutoGluon: AutoML Toolkit for Deep Learning

ccl icon ccl

Connected Component Labelling tutorial

dcl icon dcl

NeurIPS 2020, Debiased Contrastive Learning

dppy icon dppy

Python toolbox for sampling Determinantal Point Processes

hcl icon hcl

ICLR 2021, Contrastive Learning with Hard Negative Samples

ifm icon ifm

Code for paper "Can contrastive learning avoid shortcut solutions?" NeurIPS 2021.

simclr icon simclr

A PyTorch implementation of SimCLR based on the paper "A Simple Framework for Contrastive Learning of Visual Representations"

slc_sampling icon slc_sampling

implementation of Metropolis-Hastings sampler for arbitrary SLC distributions

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