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…4 min read·Dec 7, 2021----
Kevin MusgraveDeep Domain Adaptation using PyTorch AdaptConsider the scenario where you’ve trained a model on MNIST digits:3 min read·Nov 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.5 min read·Sep 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:2 min read·Aug 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…5 min read·Nov 25, 2019--2--2
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…3 min read·Nov 25, 2019--1--1