Representing Signs as Signs: One-Shot ISLR to Facilitate Functional Sign Language Technologies

Toon Vandendriessche, Mathieu De Coster, Annelies Lejon +1

Isolated Sign Language Recognition (ISLR) is crucial for scalable sign language technology, yet language-specific approaches limit current models. To address this, we propose a one…