Hyeon Bae Kim

According to our database, Hyeon Bae Kim authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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

2026

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.

Tobias Rueckert, David Rauber, Raphaela Maerkl, Leonard Klausmann, Suemeyye R. Yildiran, Max Gutbrod, Danilo Weber Nunes, Alvaro Fernandez Moreno, Imanol Luengo, Danail Stoyanov, Nicolas Toussaint, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, Gonçalo Arantes, Kehan Song, Jianjun Zhu, Junchen Xiong, Tingyi Lin, Shunsuke Kikuchi, Hiroki Matsuzaki, Atsushi Kouno, João Renato Ribeiro Manesco, João Paulo Papa, Tae-Min Choi, Tae Kyeong Jeong, Juyoun Park, Oluwatosin Alabi, Meng Wei, Tom Vercauteren, Runzhi Wu, Mengya Xu, An Wang, Long Bai, Hongliang Ren, Amine Yamlahi, Jakob Hennighausen, Lena Maier-Hein, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Shu Yang, Yihui Wang, Hao Chen, Santiago Rodríguez, Nicolás Aparicio, Leonardo Manrique, Juan Camilo Lyons, Olivia Hosie, Nicolás Ayobi, Pablo Arbeláez, Yiping Li, Yasmina Al Khalil, Sahar Nasirihaghighi, Stefanie Speidel, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm

Medical Image Anal., 2026

2025

Understanding adversarial robustness of deep neural networks via decision reliance.

Soyoun Won, Hyeon Bae Kim, Yong Hyun Ahn, Hong Joo Lee, Seong Tae Kim

Image Vis. Comput., 2025

SurgX: Neuron-Concept Association for Explainable Surgical Phase Recognition.

Ka Young Kim, Hyeon Bae Kim, Seong Tae Kim

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

TECIS: Text-Enhanced Cross-Modal Instrument Segmentation in Surgical Video.

Hyeon Bae Kim, Eunki Cho, Jung Uk Kim, Seong Tae Kim

Proceedings of the 2025 IEEE International Conference on Image Processing, ICIP 2025, 2025

HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning.

Minkuk Kim, Hyeon Bae Kim, Jinyoung Moon, Jinwoo Choi, Seong Tae Kim

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning.

Minkuk Kim, Hyeon Bae Kim, Jinyoung Moon, Jinwoo Choi, Seong Tae Kim

CoRR, 2024

Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering.

Su Hyeon Lim, Minkuk Kim, Hyeon Bae Kim, Seong Tae Kim

CoRR, 2024

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain.

Hyeon Bae Kim, Yong Hyun Ahn, Seong Tae Kim

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval.

Minkuk Kim, Hyeon Bae Kim, Jinyoung Moon, Jinwoo Choi, Seong Tae Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

WWW: A Unified Framework for Explaining what, Where and why of Neural Networks by Interpretation of Neuron Concepts.

Yong Hyun Ahn, Hyeon Bae Kim, Seong Tae Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024