Heon Song

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Multi Class Object Detection

Online Convex Optimization

Multi Class Classifier

Character Recognition

Top Venues

ECCV Workshops (7)

Publications

Heon Song, Nariaki Mitsuo, Seiichi Uchida, Daiki Suehiro
No regret sample selection with noisy labels. Mach. Learn. 113 (3) (2024)
HyunJae Lee, Heon Song, Hyeonsoo Lee, Gihyeon Lee, Suyeong Park, Donggeun Yoo
Bayesian Optimization Meets Self-Distillation. CoRR (2023)
Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CVPR (2023)
HyunJae Lee, Heon Song, Hyeonsoo Lee, Gihyeon Lee, Suyeong Park, Donggeun Yoo
Bayesian Optimization Meets Self-Distillation. ICCV (2023)
Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo
Interactive Multi-Class Tiny-Object Detection. CoRR (2022)
Takanori Asanomi, Kazuya Nishimura, Heon Song, Junya Hayashida, Hiroyuki Sekiguchi, Takayuki Yagi, Imari Sato, Ryoma Bise
Unsupervised Deep Non-rigid Alignment by Low-Rank Loss and Multi-input Attention. MICCAI (6) (2022)
Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, Sérgio Pereira
Variability Matters: Evaluating Inter-Rater Variability in Histopathology for Robust Cell Detection. ECCV Workshops (7) (2022)
Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CoRR (2022)
Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, Sérgio Pereira
Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection. CoRR (2022)
Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo
Interactive Multi-Class Tiny-Object Detection. CVPR (2022)
Takato Otsuzuki, Heon Song, Seiichi Uchida, Hideaki Hayashi
Meta-learning of Pooling Layers for Character Recognition. CoRR (2021)
Takato Otsuzuki, Heon Song, Seiichi Uchida, Hideaki Hayashi
Meta-learning of Pooling Layers for Character Recognition. ICDAR (3) (2021)
Heon Song, Daiki Suehiro, Seiichi Uchida
Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound. WACV (2020)
Heon Song, Daiki Suehiro, Seiichi Uchida
AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee. CoRR (2020)