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Yuanpu Xie

2 accepted papers

2018

Photographic Text-to-Image Synthesis With a Hierarchically-Nested Adversarial Network

CVPR 2018poster

This paper presents a novel method to deal with the challenging task of generating photographic images conditioned on semantic image descriptions. Our method introduces accompanying hierarchical-nested adversarial objectives inside the network hierarchies, which regularize mid-level representations…

2017

MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network

CVPR 2017oral

The inability to interpret the model prediction in semantically and visually meaningful ways is a well-known shortcoming of most existing computer-aided diagnosis methods. In this paper, we propose MDNet to establish a direct multimodal mapping between medical images and diagnostic reports that can…

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