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View article: Active inference as a unified model of collision avoidance behavior in human drivers
Active inference as a unified model of collision avoidance behavior in human drivers Open
Collision avoidance -- involving a rapid threat detection and quick execution of the appropriate evasive maneuver -- is a critical aspect of driving. However, existing models of human collision avoidance behavior are fragmented, focusing o…
View article: Active inference as a unified model of collision avoidance behavior in human drivers
Active inference as a unified model of collision avoidance behavior in human drivers Open
Collision avoidance -- involving a rapid threat detection and quick execution of the appropriate evasive maneuver -- is a critical aspect of driving. However, existing models of human collision avoidance behavior are fragmented, focusing o…
View article: Looking for an out: Affordances, uncertainty and collision avoidance behavior of human drivers
Looking for an out: Affordances, uncertainty and collision avoidance behavior of human drivers Open
Understanding collision avoidance behavior is of key importance in traffic safety research and for designing and evaluating advanced driver assistance systems and autonomous vehicles. While existing experimental work has primarily focused …
View article: Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference
Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference Open
Understanding adaptive human driving behavior, in particular how drivers manage uncertainty, is of key importance for developing simulated human driver models that can be used in the evaluation and development of autonomous vehicles. Howev…
View article: Resolving uncertainty on the fly: Modeling adaptive driving behavior as active inference
Resolving uncertainty on the fly: Modeling adaptive driving behavior as active inference Open
Understanding adaptive human driving behavior, in particular how drivers manage uncertainty, is of key importance for developing simulated human driver models that can be used in the evaluation and development of autonomous vehicles. Howev…
View article: Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities
Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities Open
We study the effectiveness of several techniques to personalize end-to-end speech models and improve the recognition of proper names relevant to the user. These techniques differ in the amounts of user effort required to provide supervisio…
View article: Modeling the Task Control of Gaze
Modeling the Task Control of Gaze Open
In natural behavior, visual information is actively sampled from the environment by a sequence of gaze changes. The timing and choice of gaze targets, and the accompanying attentional shifts, are intimately linked with ongoing behavior. No…
View article: Modeling Task Control of Gaze
Modeling Task Control of Gaze Open
Natural behavior involves sequences of gaze changes that serve behavioral goals. A body of evidence suggests that eye-movement targeting is controlled by a priority map that is influenced by the stimulus and a variety of top down factors, …