Research

Trustworthy AI, Computer Vision

Mixture of Gaussian-distributed prototypes with generative modelling.

Deep model interpretability with support and trivial prototypes.

Medical Image Analysis, AI for Healthcare

Interpretable and accurate disease diagnosis with reciprocal learning.

Segmentation of 3D bowel structure with full and partial supervision.

Diagnosis of retinal diseases with lesion-related domain knowledge.