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 001 (CVPR, 2024)

Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval. - Minkuk Kim; Hyeon Bae Kim; Jinyoung Moon; Jinwoo Choi 001; Seong Tae Kim 001 (CVPR, 2024)

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain. - Hyeon Bae Kim; Yong Hyun Ahn; Seong Tae Kim 001 (MICCAI (10), 2024)

Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering. - Su Hyeon Lim; Minkuk Kim; Hyeon Bae Kim; Seong Tae Kim 001 (CoRR, 2024)

HiCM2: Hierarchical Compact Memory Modeling for Dense Video Captioning. - Minkuk Kim; Hyeon Bae Kim; Jinyoung Moon; Jinwoo Choi 001; Seong Tae Kim 001 (CoRR, 2024)

HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning. - Minkuk Kim; Hyeon Bae Kim; Jinyoung Moon; Jinwoo Choi 001; Seong Tae Kim 001 (AAAI, 2025)

SurgX: Neuron-Concept Association for Explainable Surgical Phase Recognition. - Ka Young Kim; Hyeon Bae Kim; Seong Tae Kim 001 (CoRR, 2025)

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; et al. (CoRR, 2025)