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A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning


Nov 05, 2020
Jiayun Li, Wenyuan Li, Anthony Sisk, Huihui Ye, W. Dean Wallace, William Speier, Corey W. Arnold

* 9 pages, 6 figures 

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Ventral-Dorsal Neural Networks: Object Detection via Selective Attention


May 15, 2020
Mohammad K. Ebrahimpour, Jiayun Li, Yen-Yun Yu, Jackson L. Reese, Azadeh Moghtaderi, Ming-Hsuan Yang, David C. Noelle

* in Proceedings of WACV. arXiv admin note: substantial text overlap with arXiv:2005.07787 

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Semi-supervised Learning using Adversarial Training with Good and Bad Samples


Oct 18, 2019
Wenyuan Li, Zichen Wang, Yuguang Yue, Jiayun Li, William Speier, Mingyuan Zhou, Corey W. Arnold


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An attention-based multi-resolution model for prostate whole slide imageclassification and localization


May 30, 2019
Jiayun Li, Wenyuan Li, Arkadiusz Gertych, Beatrice S. Knudsen, William Speier, Corey W. Arnold

* 8 pages, 4 figures, CVPR 2019 Towards Causal, Explainable and Universal Medical Visual Diagnosis (MVD) Workshop 

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Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach


May 17, 2019
Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey Arnold

* This paper appears at CVPR 2019 Weakly Supervised Learning for Real-World Computer Vision Applications (LID) Workshop 

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Image captioning with weakly-supervised attention penalty


Mar 06, 2019
Jiayun Li, Mohammad K. Ebrahimpour, Azadeh Moghtaderi, Yen-Yun Yu

* 10 pages, 5 figures 

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