Heon Song

According to our database, Heon Song authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

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