Sangheum Hwang

Additive Ensemble Neural Networks

Dohyun Kim, Minyoung Park, Seungyeon Lee, 2020, IEEE Access.

Predicting breast tumor proliferation from whole‐slide images: The TUPAC16 challenge

Karl Rohr, Matheus Palhares Viana, Mitko Veta, 2018, Medical Image Anal..

BERT-based Classification Model for Korean Documents

Kim， Dohyun, Sangheum Hwang, 2020 .

A New Splitting Criterion for Better Interpretable Trees

Sangheum Hwang, Jung-Sik Hong, Hyeon Gyu Yeo, 2020, IEEE Access.

Confidence-Aware Learning for Deep Neural Networks

Sangheum Hwang, Jooyoung Moon, Jihyo Kim, 2020, ICML.

Self-Knowledge Distillation: A Simple Way for Better Generalization pdf

Sangheum Hwang, Kyungyul Kim, Doyoung Yoon, 2020, ArXiv.