text:   Adaptation",4,"['New paper: AdaMatch - Unifying Unsupervised Domain Adaptation (UDA) and Semi-Supervised Learning (SSL) and SSDA. Nearly doubles SotA accuracy for UDA on non-pretrained DomainNet. <LINK>\n1/3', 'he technique itself is an extension of FixMatch: the two biggest differences being random logit interpolation and relative confidence thresholding.\n2/3 https://t.co/uMQYnZ0mGY', 'There are plenty of tables comparing the effects of applying SSL techniques to UDA, SSDA and UDA techniques such as MCD to SSL and SSDA.\nThe picture I like best is the one that compares convergence between MCD and AdaMatch over time.\n3/3 https://t.co/FPKoDxTOqp', 'Work done with @BeccaRoelofs (co-first author), Kihyuk Sohn, Nicholas Carlini, @alexey2004']",21,06,684