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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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