Heon Song

According to our database, Heon Song authored at least 10 papers between 2020 and 2025.

Collaborative distances:

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

2025

SCORPION: Addressing Scanner-Induced Variability in Histopathology.

Jeongun Ryu, Heon Song, Seungeun Lee, Soo Ick Cho, Jiwon Shin, Kyunghyun Paeng, Sérgio Pereira

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2025

2024

No regret sample selection with noisy labels.

Heon Song, Nariaki Mitsuo, Seiichi Uchida, Daiki Suehiro

Mach. Learn., 2024

2023

Bayesian Optimization Meets Self-Distillation.

HyunJae Lee, Heon Song, Hyeonsoo Lee, Gihyeon Lee, Suyeong Park, Donggeun Yoo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Benchmarking Self-Supervised Learning on Diverse Pathology Datasets.

Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Unsupervised Deep Non-rigid Alignment by Low-Rank Loss and Multi-input Attention.

Takanori Asanomi, Kazuya Nishimura, Heon Song, Junya Hayashida, Hiroyuki Sekiguchi, Takayuki Yagi, Imari Sato, Ryoma Bise

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Variability Matters: Evaluating Inter-Rater Variability in Histopathology for Robust Cell Detection.

Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, Sérgio Pereira

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Interactive Multi-Class Tiny-Object Detection.

Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Meta-learning of Pooling Layers for Character Recognition.

Takato Otsuzuki, Heon Song, Seiichi Uchida, Hideaki Hayashi

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020

AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee.

Heon Song, Daiki Suehiro, Seiichi Uchida

CoRR, 2020

Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound.

Heon Song, Daiki Suehiro, Seiichi Uchida

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020