Invention Grant
- Patent Title: Explainable artificial intelligence
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Application No.: US16231059Application Date: 2018-12-21
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Publication No.: US11430171B2Publication Date: 2022-08-30
- Inventor: Mohamed R. Amer , Timothy J. Meo , Xiao Lin
- Applicant: SRI International
- Applicant Address: US CA Menlo Park
- Assignee: SRI International
- Current Assignee: SRI International
- Current Assignee Address: US CA Menlo Park
- Agency: Shumaker & Sieffert, P.A.
- Main IPC: G06F16/738
- IPC: G06F16/738 ; G06T13/80 ; G06N3/04 ; G06N3/08 ; G06N20/00 ; G06K9/62 ; G06F16/34 ; G06F16/901 ; G06T13/40 ; G06T7/246 ; G06F40/205 ; G06V20/40 ; G06V40/20

Abstract:
This disclosure describes techniques that include generating, based on a description of a scene, a movie or animation that represents at least one possible version of a story corresponding to the description of the scene. This disclosure also describes techniques for training a machine learning model to generate predefined data structures from textual information, visual information, and/or other information about a story, an event, a scene, or a sequence of events or scenes within a story. This disclosure also describes techniques for using GANs to generate, from input, an animation of motion (e.g., an animation or a video clip). This disclosure also describes techniques for implementing an explainable artificial intelligence system that may provide end users with information (e.g., through a user interface) that enables an understanding of at least some of the decisions made by the AI system.
Public/Granted literature
- US20190303404A1 EXPLAINABLE ARTIFICIAL INTELLIGENCE Public/Granted day:2019-10-03
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