Backpropagation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration

In our increasingly interconnected world, where intelligent devices continually amass copious personalized multi-modal data, a pressing need arises to deliver high-quality, personalized device-aware services. However, this endeavor presents a multifaceted challenge to prevailing artificial intellige...

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Veröffentlicht in:	ACM transactions on multimedia computing communications and applications 2025-02, Vol.21 (2), p.1-17
Hauptverfasser:	Ji, Wei, Li, Li, Lv, Zheqi, Zhang, Wenqiao, Li, Mengze, Wan, Zhen, Lei, Wenqiang, Zimmermann, Roger
Format:	Artikel
Sprache:	eng
Schlagworte:	Human-centered computing Information systems Mobile computing Mobile information processing systems Personalization
Online-Zugang:	Volltext
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