Introduces a multi-task surgical gaze dataset comparing active execution versus passive viewing and novice versus intermediate expertise, showing passive novice labels approximate intermediate active attention with limited degradation for saliency modeling.
Utilizing eye gaze to enhance the generalization of imitation networks to unseen environ- ments
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Data-centric Design of Learning-based Surgical Gaze Perception Models in Multi-Task Simulation
Introduces a multi-task surgical gaze dataset comparing active execution versus passive viewing and novice versus intermediate expertise, showing passive novice labels approximate intermediate active attention with limited degradation for saliency modeling.