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The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers. We created a public dataset of 132,209 images of mouse cells, COOS-7, to test how robust classifiers are to covariate shifts. Alex X Lu, Taraneh Zarin, Ian S Hsu, Alan M Moses. PDFDatasetProject.
- Self-Supervised Learning
To address this issue, we use self-supervised learning....
- Self-Supervised Learning
Composer for Film & TV. Named by the American Society of Composers, Authors, and Publishers (ASCAP) as a “Composer to Watch,” Alex has composed, arranged, orchestrated, and conducted on a growing list of film projects.
With a deep passion for design and an unwavering commitment to excellence, I strive to make a meaningful impact on the world through my work. · Experience: Merquri · Location: Singapore · 500+...
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- Merquri
- Singapore
I’m a Senior Researcher at Microsoft Research New England. I’m interested in how machine learning can help us discover new insights from biological data, by finding patterns that are too subtle or large-scale to identify unassisted.
View Alex Lu’s profile on LinkedIn, a professional community of 1 billion members. System analyst · Experience: National Institute of Education, Singapore · Education: Kaplan · Location:...
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- National Institute of Education, Singapore
- Singapore
Named by the American Society of Composers, Authors, and Publishers (ASCAP) as a “Composer to Watch,” Alex has composed, arranged, orchestrated, and conducted on a growing list of film projects.
- Alex Lu Music
Aug 8, 2022 · To address this issue, we use self-supervised learning. Self-supervised learning methods are inspired by developmental psychology. Unlike state-of-the-art machine learning methods, which rely on more rote learning strategies, children learn skills through play and exploration.
