EMBC

EEG-Translator: A Cross-Modality Framework for Subject-Specific EEG and Voice Reconstruction from Imagined Speech

S.-H. Lee, S.-H. Lee, S.-W. Lee

Group-wise Compression and Summarization via LLM-based Ensemble for Chest X-ray Report Generation

Sang-Jun Park, Keun-Soo Heo, Bogyeong Kang, Minjoo Lim, WooHyeok Choi, Tae-Eui Kam

Baseline-Guided Representation Learning for Noise-Robust EEG Signal Classification

E. Y. Lim. K. Yin, H.-B. Shin, and S.-W. Lee

Comparing the Performance of Task-Specific and Foundation Models for Automated Trachea Segmentation

Hyeondong Choi*, Donghyeon Baek, Jongtak Baek, Jieun Oh, Jihye Heo, Minwoong Kang, Kyungsang Kim, Dongheon Lee†

Comparing the Performance of Task-Specific and Foundation Models for Depth Estimation in Bronchoscopy

Taemin Choi*, Yeongyu Han, Hyunjeong Ki, Seyoung Ku, Saengmyung Hyun, Minwoong Kang, Kyungsang Kim, Dongheon Lee†

Domain-Incremental Learning Framework for Continual Motor Imagery EEG Classification task

D. Li, H.-B. Shin, K. Yin, and S.-W. Lee

Dynamic Multi-modal Fusion for Biosignal based Motion Sickness Prediction in Vehicle

S.-H. Park, D.-K. Han, and S.-W. Lee

Generating Realistic Sound with Prosthetic Hand: A Reinforcement Learning Approach

Taemoon Jeong, Sankalp Yamsani, Jooyoung Hong, Kyungseo Park, Joohyung Kim, Sungjoon Choi

Proxy–based Masking Module for Revealing Relevance of Characteristics in Motor Imagery

H.-T. Han, S.-J. Kim, D.-H. Lee, and S.-W. Lee

RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification

June-Woo Kim, Miika Toikkanen, Sangmin Bae, Minseok Kim, Ho-Young Jung

Towards EEG-based Talking-face Generation for Brain Signal-driven Dynamic Communication

J.-H. Park, S.-H. Lee, and S.-W. Lee

Towards Natural Prosthetic Hand Gestures: A Common-Rig and Diffusion Inpainting Pipeline

Seungyup Ka, Taemoon Jeong, Sunwoo Kim, Sankalp Yamsani, Joohyung Kim, Sungjoon Choi

Towards Speech Synthesis of Unconstrained Sentences from Speech-Related Biosignals

D.-S. Kim, S.-H. Lee, Y.-E. Lee, and S.-W. Lee