Výsledky vyhledávání - "Naval Jr., Prospero C."

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CLRGaze: Contrastive Learning of Representations for Eye Movement Signals

Autor: Bautista, Louise Gillian C., Naval Jr, Prospero C.

Eye movements are intricate and dynamic biosignals that contain a wealth of cognitive information about the subject. However, these are ambiguous signals and therefore require meticulous feature engineering to be used by machine learning algorithms.

Externí odkaz: http://arxiv.org/abs/2010.13046

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A Survey on Deep Learning Techniques for Video Anomaly Detection

Autor: Suarez, Jessie James P., Naval Jr, Prospero C.

Anomaly detection in videos is a problem that has been studied for more than a decade. This area has piqued the interest of researchers due to its wide applicability. Because of this, there has been a wide array of approaches that have been proposed

Externí odkaz: http://arxiv.org/abs/2009.14146

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GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder

Autor: Bautista, Louise Gillian C., Naval Jr, Prospero C.

Eye movements are intricate and dynamic events that contain a wealth of information about the subject and the stimuli. We propose an abstract representation of eye movements that preserve the important nuances in gaze behavior while being stimuli-agn

Externí odkaz: http://arxiv.org/abs/2009.02437

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