Tech Xplore

Reinforcement learning accelerates model-free training of optical AI systems

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive ...
IEEE

Sequential Contrastive Audio-Visual Learning

Abstract: Contrastive learning has emerged as a powerful technique in audio-visual representation learning, leveraging the natural co-occurrence of audio and visual modalities in webscale video ...
IEEE

Few-Shot Audio Classification Model for Detecting Classroom Interactions Using LaSO Features in Prototypical Networks

Abstract: This research introduces an innovative approach to few-shot sound classification applied to classroom sound recordings that integrates Label Set Operation (LaSO) features with Prototypical ...