Search Results for author: Xinyi Jiang

Found 3 papers, 1 papers with code

Virufy: A Multi-Branch Deep Learning Network for Automated Detection of COVID-19

no code implementations2 Mar 2021 Ahmed Fakhry, Xinyi Jiang, Jaclyn Xiao, Gunvant Chaudhari, Asriel Han, Amil Khanzada

Such models have the potential to be deployed on smartphones for fast, widespread, and low-resource testing.

Virufy: Global Applicability of Crowdsourced and Clinical Datasets for AI Detection of COVID-19 from Cough

1 code implementation26 Nov 2020 Gunvant Chaudhari, Xinyi Jiang, Ahmed Fakhry, Asriel Han, Jaclyn Xiao, Sabrina Shen, Amil Khanzada

Rapid and affordable methods of testing for COVID-19 infections are essential to reduce infection rates and prevent medical facilities from becoming overwhelmed.

Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings

no code implementations5 Nov 2019 Xinyi Jiang, Zhengzhe Yang, Jinho D. Choi

We hypothesize that not all dimensions are equally important for downstream tasks so that our algorithm can detect unessential dimensions and discard them without hurting the performance.

Word Embeddings Word Sense Disambiguation

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