Author: admin
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Image Surveillance Assistant Architecture:Status and Planned Extensions
We are developing a system that integrates methods fromDeep Learning and AI for imagery surveillance. Ourarchitecture, the Image Surveillance Assistant (ISA), reducesthe operator burdens of info overload and fatigue by...
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Exploring synthetic datasets for computer-aideddetection: a case study using phantom scan datafor enhanced lung nodule false positive reduction
Purpose Synthetic datasets hold the potential to offer cost-effective alternatives to clinical data, ensuring privacy protections and potentially addressing biases in clinical data. We present a method leveraging such datasets...
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Training CADe algorithms with synthetic datasets: augmenting clinical data for improved lung nodule detection
Synthetic datasets hold the potential to serve as cost-effective alternatives to clinical data, potentially aiding in mitigating the biases in clinical data. This paper presents a novel method that utilizes...
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LEAP: LLM-Generation of Egocentric Action Programs
We introduce LEAP (illustrated in Figure 1), a novel method for generating video-grounded action programs through use of a Large Language Model (LLM). These action programs represent the motoric, perceptual,...
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Egocentric Object Manipulation Graphs
We introduce Egocentric Object Manipulation Graphs (Ego-OMG) – a novel repre-sentation for activity modeling and anticipation of near future actions integratingthree components: 1) semantic temporal structure of activities, 2) short-term...
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Goal-Driven Autonomy in Dynamic Environments
Dynamic environments are complex and change in often unexpected ways. Given such anenvironment, many autonomous agents have difficulty when the world does not cooperate withdesign assumptions. We present an approach...
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Data-Driven Goal Generation for Integrated Cognitive Systems
We describe our Meta-cognitive, Integrated, Dual-Cycle Architecture (MIDCA), whose purpose is to provide agents with a greater capacity for acting in an open world and dealing with unexpected events. We...
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The integration of cognitive and metacognitive processes with data-driven and knowledge-rich structures
This paper examines computational relationships between mind and body and distinguishes thinking about the world from thinking about thinking. The discussion is grounded within the framework of a preliminary computational...