Search Results for author: Thanh T. Nguyen

Found 5 papers, 0 papers with code

Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach

no code implementations13 Sep 2020 Hieu X. Le, Phuong D. Nguyen, Thang H. Nguyen, Khanh N. Q. Le, Thanh T. Nguyen

Recently, computer-aided diagnostic systems (CADs) that could automatically interpret medical images effectively have been the emerging subject of recent academic attention.

A novel approach to remove foreign objects from chest X-ray images

no code implementations16 Aug 2020 Hieu X. Le, Phuong D. Nguyen, Thang H. Nguyen, Khanh N. Q. Le, Thanh T. Nguyen

We initially proposed a deep learning approach for foreign objects inpainting in smartphone-camera captured chest radiographs utilizing the cheXphoto dataset.

Object Detection

Learning to Attend Relevant Regions in Videos from Eye Fixations

no code implementations21 Nov 2018 Thanh T. Nguyen, Dung Nguyen

Attentively important regions in video frames account for a majority part of the semantics in each frame.

Parametric Information Bottleneck to Optimize Stochastic Neural Networks

no code implementations ICLR 2018 Thanh T. Nguyen, Jaesik Choi

Here, we propose Parametric Information Bottleneck (PIB) for a neural network by utilizing (only) its model parameters explicitly to approximate the compression and the relevance.

Layer-wise Learning of Stochastic Neural Networks with Information Bottleneck

no code implementations4 Dec 2017 Thanh T. Nguyen, Jaesik Choi

Information Bottleneck (IB) is a generalization of rate-distortion theory that naturally incorporates compression and relevance trade-offs for learning.

Adversarial Robustness

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