Apple trained an AI to recognize previously unseen hand gestures from wearable sensors

In the new study, Apple taught an AI model to recognize hand gestures that weren’t part of its original training dataset.
IEEE

Zero-Shot Automatic Modulation Recognition Using a Large Vision-Language Model

Abstract: Cognitive radio systems have a recognized need for Zero-Shot Automatic Modulation Recognition (ZSAMR). Previous research aimed at identifying unobserved modulation types struggles to ...
IEEE

Metal Parts’ Zero-Shot 6D Pose Estimation via Foundation Model and Template Update for Industrial Scenario

Abstract: The 6D pose estimation for metal parts is essential in industrial robotic applications. Although the 6D pose estimation methods that rely on object-specific training have gained extensive ...
Journal of Medical Internet Research

How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

We explore practical approaches to dataset construction, examining the advantages and limitations of 3 primary methods: fully manual preparation by expert annotators, fully synthetic generation using ...