公开(公告)号：US20250086958A1

公开(公告)日：2025-03-13

申请号：US18728049

申请日：2022-12-16

Applicant: SRI International

Inventor： Richard J. Rohwer ,  Andrew C. Silberfarb

IPC: G06V10/82 ,  G06T7/246 ,  G06V10/24 ,  G06V10/764 ,  G06V10/776 ,  G06V20/70

Abstract: Techniques are disclosed for a soft logic block that can provide visual primitives to soft logic in coordination with a learned attention mechanism. In an example, computing system for object detection, the computing comprising processing circuitry and a storage device, wherein the processing circuitry has access to the storage device and is configured to execute a machine learning system comprising a placement neural network configured to process a patch of image data to generate local placement parameters for aligning a footprint in the patch to a template footprint; and a template comprising a backend network and the template footprint, the template configured to process a transformed footprint comprising the footprint in the patch transformed according to the local placement parameters, to generate a probability value quantifying a likelihood that a particular pattern is present in the footprint.

公开(公告)号：US20240265266A1

公开(公告)日：2024-08-08

申请号：US18434435

申请日：2024-02-06

Applicant: SRI International

Inventor： Theodore Camus ,  Zachary Seymour ,  Bhoram Lee ,  Andrew C. Silberfarb ,  Supun Samarasekera ,  Jonathan Brookshire

IPC: G06N3/092 ,  G06N3/042

CPC classification number: G06N3/092 ,  G06N3/042

Abstract: In general, techniques are described for coordinating actions of a plurality of agents or subsystems using a machine learning system that implements a Capability Graph Network (CGN). In an example, a method includes generating a control policy model comprising a plurality of nodes and a plurality of edges interconnecting the plurality of nodes, wherein the plurality of nodes represents a plurality of agents or subsystems and the plurality of edges represent information exchange between the plurality of agents or subsystems; and encoding agent behavior control policy within the control policy model for executing to coordinate a plurality of the actions of the plurality of agents or subsystems.