Dual Representation Learning for Out-of-distribution Detection

Zhilin Zhao, Longbing Cao

Action editor: Matthew Blaschko.

https://openreview.net/forum?id=PHAr3q49h6

#discriminative #deep #classify

I have plenty more achievable goals for https://schizo.social (like multi-account, or #Calckey support) but something I'd love to try is #classifying posts with #machineLearning #tfidf

I'd like to be able to define "labels" and then train it to identify those on the fly. Then either mute or highlight posts that #classify highly.

Not so much an #algorithm, as a #filter.

#ai #ml #webDev #classifier

Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logist...

Akash Srivastava, Seungwook Han, Kai Xu, Benjamin Rhodes, Michael U. Gutmann

https://openreview.net/forum?id=jM8nzUzBWr

#classification #classify #classifier

KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation

Chenhong Zhou, Feng Liu, Chen Gong, Rongfei Zeng, Tongliang Liu, William Cheung, Bo Han

https://openreview.net/forum?id=5II12ypVQo

#classify #labeled #classifier

The more I stroll around Mastodon I become aware of how the ways to #classify #research are determined by the languages one uses. This makes it nearly tangible how #language and #culture are always intertwined. I love everything about it, with every language you (try to) engage with you get a whole new way of #thinking your own research.