Search Results for author: Byung-Hoon Kim

Found 6 papers, 4 papers with code

Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention

1 code implementation NeurIPS 2021 Byung-Hoon Kim, Jong Chul Ye, Jae-Jin Kim

Here, we propose STAGIN, a method for learning dynamic graph representation of the brain connectome with spatio-temporal attention.

PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing

1 code implementation7 Apr 2021 Byung-Hoon Kim, Joonyoung Song, Jong Chul Ye, JaeHyun Baek

Reconstructing RGB image from RAW data obtained with a mobile device is related to a number of image signal processing (ISP) tasks, such as demosaicing, denoising, etc.

Demosaicking Denoising

Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis

1 code implementation10 Jan 2020 Byung-Hoon Kim, Jong Chul Ye

This understanding enables us to exploit CNN-based saliency map techniques for the GNN, which we tailor to the proposed GIN with one-hot encoding, to visualize the important regions of the brain.

General Classification Graph Classification

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