3 papers
cs.LG2025
SlotFM: A Motion Foundation Model with Slot Attention for Diverse Downstream Tasks
Junyong Park, Oron Levy, Rebecca Adaimi +3
Wearable accelerometers are used for a wide range of applications, such as gesture recognition, gait analysis, and sports monitoring. Yet most existing foundation models focus prim…
cs.HC2024
Moonwalk: Advancing Gait-Based User Recognition on Wearable Devices with Metric Learning
Asaf Liberman, Oron Levy, Soroush Shahi +5
Personal devices have adopted diverse authentication methods, including biometric recognition and passcodes. In contrast, headphones have limited input mechanisms, depending solely…
cs.HC2024
Vision-Based Hand Gesture Customization from a Single Demonstration
Soroush Shahi, Vimal Mollyn, Cori Tymoszek Park +6
Hand gesture recognition is becoming a more prevalent mode of human-computer interaction, especially as cameras proliferate across everyday devices. Despite continued progress in t…