Changhoon Song

According to our database, Changhoon Song authored at least 12 papers between 2021 and 2026.

Collaborative distances:

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

2026

Extreme Weather Nowcasting via Local Precipitation Pattern Prediction.

Changhoon Song, Teng-Yuan Chang, Youngjoon Hong

CoRR, February, 2026

Sobolev Approximation of Deep ReLU Networks in Log-Barron Space.

Changhoon Song, Seungchan Ko, Youngjoon Hong

CoRR, January, 2026

2025

Towards Human-Like Invariance: Self-Supervised Learning with Feature-Level Rotation Alignment.

Sangjun Han, Woojin Cheong, Changhoon Song, Myungjoo Kang

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

ReSDF: Redistancing implicit surfaces using neural networks.

Yesom Park, Changhoon Song, Jooyoung Hahn, Myungjoo Kang

J. Comput. Phys., 2024

LPI Radar Waveform Recognition Based on Hierarchical Classification Approach and Maximum Likelihood Estimation.

Kiwon Rhee, Jaeyoung Baik, Changhoon Song, Hyun-Chool Shin

Entropy, 2024

Beyond Derivative Pathology of PINNs: Variable Splitting Strategy with Convergence Analysis.

Yesom Park, Changhoon Song, Myungjoo Kang

CoRR, 2024

How does PDE order affect the convergence of PINNs?

Changhoon Song, Yesom Park, Myungjoo Kang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Minimal Width for Universal Property of Deep RNN.

Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang

J. Mach. Learn. Res., 2023

Learning PDE Solution Operator for Continuous Modeling of Time-Series.

Yesom Park, Jaemoo Choi, Changyeon Yoon, Changhoon Song, Myungjoo Kang

CoRR, 2023

2022

Accurate Non-Contact Body Temperature Measurement with Thermal Camera under Varying Environment Conditions.

Changhoon Song, Sukhan Lee

Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

2021

Candidate point selection using a self-attention mechanism for generating a smooth volatility surface under the SABR model.

Hyeonuk Kim, Kyunghyun Park, Junkee Jeon, Changhoon Song, Jungwoo Bae, Yongsik Kim, Myungjoo Kang

Expert Syst. Appl., 2021

Accurate RUL Prediction Based on Sliding Window with Sparse Sampling.

Changhoon Song, Sukhan Lee

Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021