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Xiaoyuan Guo

Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics

Jul 31, 2022
Xiaoyuan Guo, Jiali Duan, C. -C. Jay Kuo, Judy Wawira Gichoya, Imon Banerjee

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* 7 pages, 4 figures, ICPR2022. arXiv admin note: text overlap with arXiv:2203.00048

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OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System

Apr 06, 2022
Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee

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* 12 pages, 6 figures, 2 tables

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MedShift: identifying shift data for medical dataset curation

Dec 27, 2021
Xiaoyuan Guo, Judy Wawira Gichoya, Hari Trivedi, Saptarshi Purkayastha, Imon Banerjee

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* 35 pages, 28 figures, 2 tables

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CVAD: A generic medical anomaly detector based on Cascade VAE

Oct 29, 2021
Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

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* 9 pages, 7 figures

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Margin-Aware Intra-Class Novelty Identification for Medical Images

Jul 31, 2021
Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

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* 35 pages, 8 figures

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Liver Steatosis Segmentation with Deep Learning Methods

Nov 16, 2019
Xiaoyuan Guo, Fusheng Wang, George Teodorou, Alton B. Farris, Jun Kong

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* 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) Venice, Italy, April 8-11, 2019
* 4 pages

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