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Jinyan Guan

2 accepted papers

2018

Multiple-gaze geometry: Inferring novel 3D locations from gazes observed in monocular video

ECCV 2018poster

We develop using person gaze direction for scene understanding. In particular, we use intersecting gazes to learn 3D locations that people tend to look at, which is analogous to having multiple camera views. The 3D locations that we discover need not be visible to the camera. Conversely, knowing 3D…

Cited by 24SourcePDFScholar
2015

Moderated and Drifting Linear Dynamical Systems

ICML 2015poster

We consider linear dynamical systems, particularly coupled linear oscillators, where the parameters represent meaningful values in a domain theory and thus learning what affects them contributes to explanation. Rather than allow perturbations of latent states, we assume that temporal variation beyon…

Cited by 8SourcePDFScholar