Publications

Geometric Gradient Divergence Modulation for Imbalanced Multimodal Learning

Free-Head Gaze Estimation with Deep Learning

Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model

Enhanced Scene-Specific Saliency Prediction Incorporating Scene Information

ECGDenoiser: A Magnitude-Aware Deep Learning Framework with Phase Retrieval for Electrocardiogram Signal Enhancement

AnoOnly: Semi-supervised anomaly detection with the only loss on anomalies

A 2 DM: Enhancing EEG Artifact Removal by Fusing Artifact Representation into the Time-Frequency Domain

特集 2 IVR における AI およびロボット手術 イメージング DX- 画像処理により [みえないものを視る]-

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization

Revolutionizing MRI Data Processing Using FSL: Preliminary Findings with the Fugaku Supercomputer