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Xiaoyuan Guo

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Higher Layers Need More LoRA Experts

Feb 13, 2024
Chongyang Gao, Kezhen Chen, Jinmeng Rao, Baochen Sun, Ruibo Liu, Daiyi Peng, Yawen Zhang, Xiaoyuan Guo, Jie Yang, VS Subrahmanian

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Evaluation and Mitigation of Agnosia in Multimodal Large Language Models

Sep 07, 2023
Jiaying Lu, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Baochen Sun, Carl Yang, Jie Yang

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Tackling Vision Language Tasks Through Learning Inner Monologues

Aug 19, 2023
Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

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LOWA: Localize Objects in the Wild with Attributes

May 31, 2023
Xiaoyuan Guo, Kezhen Chen, Jinmeng Rao, Yawen Zhang, Baochen Sun, Jie Yang

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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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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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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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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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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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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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