Foundation Models for Multimedia

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Wen-Huang Cheng, Jiaying Liu, Tanaya Guha, Balu Adsumilli, Kai-Lung Hua, Yung-Hui Li

Published: 01 Jan 2025, Last Modified: 05 Nov 2025IEEE Multim. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: The past few years have witnessed a paradigm shift in artificial intelligence, with foundation models emerging as a unifying and transformative force across diverse domains. These models, built upon massive data, offer unprecedented generalization capabilities, enabling scalable solutions to complex multimedia tasks. From text and images to video, audio, and beyond, foundation models are increasingly becoming the cornerstone for next-generation multimedia systems.