Search Results for author: Chihye Han

Found 3 papers, 2 papers with code

MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding

1 code implementation11 Jan 2020 Geondo Park, Chihye Han, Wonjun Yoon, Dae-shik Kim

Thus, in addition to the joint embedding space, we propose a novel multi-head self-attention network to capture various components of visual and textual data by attending to important parts in data.

Image Captioning Question Answering +3

Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks

3 code implementations7 Aug 2019 Gihyun Kwon, Chihye Han, Dae-shik Kim

We also train the model to synthesize brain disorder MRI data to demonstrate the wide applicability of our model.

Image-to-Image Translation

Representation of White- and Black-Box Adversarial Examples in Deep Neural Networks and Humans: A Functional Magnetic Resonance Imaging Study

no code implementations7 May 2019 Chihye Han, Wonjun Yoon, Gihyun Kwon, Seungkyu Nam, Dae-shik Kim

However, DNNs exhibit idiosyncrasies that suggest their visual representation and processing might be substantially different from human vision.

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