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E. T. Martínez

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#small language model Preprint Aug 2026

G3Ego: Gaze-Guided Graphs for Egocentric Action Understanding

G3Ego, a graph-based framework for egocentric action understanding that uses gaze as a structural cue to identify action-relevant entities in the scene, achieves competitive performance compared with video-based approaches and consistently improves Macro-F1 under class-imbalanced evaluation, while avoiding reliance on...

Marko Haralović, Akash Ramakrishnan, E. T. Martínez · 0 citations

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