My research focuses on understanding human vision and cognition, and on improving the quantity and quality of AI data.

Home Action Genome

A large-scale multi-view video dataset of daily activities at home


Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows

Contrastive Neural Processes

A new method for self-supervised learning that does not require augmentation engineering


Automatically determine data augumentation parameters for a small number of data

Risk Prediction

Training algorithm that enable prediction for ambiguous recognition targets

Medical Image Retrieval

A technology to search for similar cases by reproducing the points that doctors focus on during diagnosis

Brain Machine Interface

A technology to estimate sound comfort using EEG

Multiple View Geometry

Multiple view geometry between sensors that project to different dimensions