IEEE TNNLS

FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation

K. Oh, E. Jeon, D.-W. Heo, Y. Shin, H.-I. Suk

Advancing Causal Intervention in Image Captioning with Causal Prompt

Youngjoon Yu, Yeonju Kim, Yong Man Ro

BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction

R. Li, S. Katsigiannis, T-K. Kim, H. Shum

Communication-Efficient Split Learning via Adaptive Feature-wise Compression

Yongjeong Oh, Jaeho Lee, Christopher G. Brinton, Yo-Seb Jeon

Counterfactual Explanation Through Latent Adjustment in Disentangled Space of Diffusion Model

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

Deep Geometric Learning with Monotonicity Constraints for Alzheimer's Disease Progression

S. Jeong, W. Jung, J. Sohn, H.-I. Suk

Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers

H.-J. Kong, S.-J. Kim, G.-H. Jung, S.-W. Lee

DMESH: A Structure-Preserving Diffusion Model for 3D Mesh Denoising

Seongmin Lee, Suwoong Heo, Sanghoon Lee

HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-shot Speech Synthesis

S.-H. Lee, H.-Y. Choi, S.-B. Kim, S.-W. Lee

Language-Driven Spatial-Semantic Cross Attention for Face Attribute Recognition with Limited Labeled Data

Y.-E. Kim, G.-M. Bak, S.-W. Lee

ADT2R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis

E. Jeon, J.-H. Choi, H.-I. Suk

Advancing Adversarial Training by Injecting Booster Signal

Hong Joo Lee, Youngjoon Yu, and Yong Man Ro

Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions

Yiqun Zhang, Zhenyue Qin, Saeed Anwar, Dongwoo Kim, Yang Liu, Pan Ji, Tom Gedeon

Single Image 3D Reconstruction: Rethinking Point Cloud Deformation

Anh-Duc Nguyen, Seonghwa Choi, Woojae Kim, Jongyoo Kim, Heeseok Oh, Jiwoo Kang, Sanghoon Lee

Uncertainty-Aware Portfolio Management with Risk-Sensitive Multi-Agent Network

K. Park, H.-G. Jung, T.-S. Eom, and S.-W. Lee

An Iterative Method for Unsupervised Robust Anomaly Detection under Data Contamination

Minkyung Kim, Jongmin Yu, Junsik Kim, Tae-Hyun Oh, Jun Kyun Choi

Enabling Visual Object Detection with Object Sounds via Visual Modality Recalling Memory

Jung Uk Kim and Yong Man Ro

Improving Low-Latency Predictions in Multi-Exit Neural Networks via Block-Dependent Losses

D.-J. Han*, J. Park*, S. Ham, N. Lee and J. Moon

Improving Low-Latency Predictions in Multi-Exit Neural Networks via Block-Dependent Losses

Dong-Jun Han, Jungwuk Park, Seokil Ham, Namjin Lee, Jaekyun Moon

Long-term influenza outbreak forecast using time-precedence correlation of web data

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis

E. Jun, S. Jeong, D.-W. Heo, H.-I. Suk

Site-invariant meta-modulation learning for multisite autism spectrum disorders diagnosis

J. Lee, E. Kang, D.-W. Heo, H.-I. Suk