公开(公告)号：US12073305B2

公开(公告)日：2024-08-27

申请号：US16085859

申请日：2017-03-17

Applicant: SRI International

Inventor： Mohamed R. Amer ,  Timothy J. Shields ,  Amir Tamrakar ,  Max Ehrlich ,  Timur Almaev

IPC: G06N3/045 ,  G06F18/2132 ,  G06F18/24 ,  G06N5/04 ,  G06N20/00

CPC classification number: G06N3/045 ,  G06F18/2132 ,  G06F18/24 ,  G06N5/04 ,  G06N20/00

Abstract: Technologies for analyzing multi-task multimodal data to detect multi-task multimodal events using a deep multi-task representation learning, are disclosed. A combined model with both generative and discriminative aspects is used to share information during both generative and discriminative processes. The technologies can be used to classify data and also to generate data from classification events. The data can then be used to morph data into a desired classification event.