2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.IT2026★ 2 cited
Feature Importance-Aware Deep Joint Source-Channel Coding for Computationally Efficient and Adjustable Image Transmission
Hansung Choi, Daewon Seo
Recent advances in deep learning-based joint source-channel coding (deepJSCC) have substantially improved communication performance, but their high computational cost hinders pract…
cs.IT2025
Region-of-Interest-Guided Deep Joint Source-Channel Coding for Image Transmission
Hansung Choi, Daewon Seo
Deep joint source-channel coding (deepJSCC) methods have shown promising improvements in communication performance over wireless networks. However, existing approaches primarily fo…
cs.LG2025
Deep Minimax Classifiers for Imbalanced Datasets with a Small Number of Minority Samples
Hansung Choi, Daewon Seo
The concept of a minimax classifier is well-established in statistical decision theory, but its implementation via neural networks remains challenging, particularly in scenarios wi…