Multimodal pretraining, adaptation, and generation for recommendation: A survey

Q Liu, J Zhu, Y Yang, Q Dai, Z Du, XM Wu… - Proceedings of the 30th …, 2024 - dl.acm.org
Personalized recommendation serves as a ubiquitous channel for users to discover
information tailored to their interests. However, traditional recommendation models primarily …

[PDF][PDF] Optimizing On-Device Model Adaptation with Minimal Latency for Real-Time Personalized Applications

K Mehta, M Gupta, A Nair, S Desai, P Singh, T Peng… - 2024 - researchgate.net
Real-time personalized applications require optimized on-device model adaptation to
deliver immediate responses. This paper introduces a hybrid architecture that effectively …