Kevin MusgraveCustomizing Domain Adaptation Algorithms with PyTorch AdaptDomain adaptation algorithms come in many forms. Some use a GAN architecture. Some require features from one domain, but not the other…Dec 7, 2021Dec 7, 2021
Kevin MusgraveDeep Domain Adaptation using PyTorch AdaptConsider the scenario where you’ve trained a model on MNIST digits:Nov 23, 2021Nov 23, 2021
Kevin MusgravePyTorch Metric Learning: What’s NewPyTorch Metric Learning has seen a lot of changes in the past few months. Here are the highlights.Sep 16, 2020Sep 16, 2020
Kevin MusgraveUpdates to “A Metric Learning Reality Check”I recently uploaded a new version of A Metric Learning Reality Check to arXiv. Here are the highlights:Aug 5, 2020Aug 5, 2020
Kevin MusgraveBenchmarking Metric Learning Algorithms the Right WayThe typical metric learning paper presents a new loss function or training procedure, and then shows results on a few datasets, like…Nov 25, 20192Nov 25, 20192
Kevin MusgraveThe New PyTorch Package that makes Metric Learning SimpleHave you thought of using a metric learning approach in your deep learning application? If not, this is an approach you may find useful…Nov 25, 20191Nov 25, 20191