Ho Kyung Shin

According to our database, Ho Kyung Shin authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

OSCAR: Optical-aware Semantic Control for Aleatoric Refinement in Sar-to-Optical Translation.

Hyunseo Lee, Sang Min Kim, Ho Kyung Shin, Taeheon Kim, Woo-Jeoung Nam

CoRR, January, 2026

Activation-driven discrepancy as evidence for generalized neural interpretability.

Ho Kyung Shin, Woo-Jeoung Nam

Expert Syst. Appl., 2026

Personalized face aging via counterfactual-guided appearance manipulation.

Su-Jang Pyeon, Ho Kyung Shin, Woo-Jeoung Nam

Expert Syst. Appl., 2026

Refining explainability in chest X-ray diagnostics with lesion-aware hybrid transformer and local similarity of integrated re-normalized attention map.

Ho Kyung Shin, Deok Heon Lee, Hanna Jung, Woo-Jeoung Nam

Biomed. Signal Process. Control., 2026

Hierarchical Multi-Instance Learning for pCR Prediction from Pre-NAC Mammography.

Ho Kyung Shin, Soeun Bae, Su-Jang Pyeon, Sang Min Kim, Seong Heon Kim, Woo-Jeoung Nam

Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026

PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations.

Ho Kyung Shin, Soeun Bae, Sang Min Kim, Byoung Chul Ko, Woo-Jeoung Nam

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units.

Ho Kyung Shin, Woo-Jeoung Nam

J. Comput. Sci. Eng., 2024

2021

Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy Using Multi-scale Patch Learning with Mammography.

Ho Kyung Shin, Won Hwa Kim, Hye Jung Kim, Chanho Kim, Jaeil Kim

Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021