Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models

no code implementations • 5 May 2023 • Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao

We examined whether embedding human attention knowledge into saliency-based explainable AI (XAI) methods for computer vision models could enhance their plausibility and faithfulness.

Classification Explainable artificial intelligence +5

EMHMM Simulation Study

no code implementations • 17 Oct 2018 • Antoni B. Chan, Janet H. Hsiao

Eye Movement analysis with Hidden Markov Models (EMHMM) is a method for modeling eye fixation sequences using hidden Markov models (HMMs).

Bayesian Inference