Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling

1 code implementation • 26 Oct 2021 • Yu-Ying Liu, Alexander Moreno, Maxwell A. Xu, Shuang Li, Jena C. McDaniel, Nancy C. Brady, Agata Rozga, Fuxin Li, Le Song, James M. Rehg

We solve the first challenge by reformulating the estimation problem as an equivalent discrete time-inhomogeneous hidden Markov model.

Language Acquisition

Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency

no code implementations • ECCV 2018 • Eunji Chong, Nataniel Ruiz, Yongxin Wang, Yun Zhang, Agata Rozga, James Rehg

This paper addresses the challenging problem of estimating the general visual attention of people in images.

Multi-Task Learning

Mining Themes and Interests in the Asperger's and Autism Community

no code implementations • WS 2014 • Yangfeng Ji, Hwajung Hong, Rosa Arriaga, Agata Rozga, Gregory Abowd, Jacob Eisenstein