Serving Deep Learning Model in Relational Databases

no code implementations • 7 Oct 2023 • Alexandre Eichenberger, Qi Lin, Saif Masood, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Lixi Zhou, Jia Zou

Serving deep learning (DL) models on relational data has become a critical requirement across diverse commercial and scientific domains, sparking growing interest recently.

From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces

1 code implementation • 21 Feb 2023 • Qi Lin, Zifan Li, John Lafferty, Ilker Yildirim

Much of what we remember is not due to intentional selection, but simply a by-product of perceiving.

Retrieval

Smart System: Joint Utility and Frequency for Pattern Classification

no code implementations • 9 Jun 2022 • Qi Lin, Wensheng Gan, Yongdong Wu, Jiahui Chen, Chien-Ming Chen

Big data technologies such as design making, event detection, and classification are developed to help manufacturing organizations to achieve smart systems.

Classification Event Detection