Ethosight: A Reasoning-Guided Iterative Learning System for Nuanced Perception based on Joint-Embedding & Contextual Label Affinity

no code implementations • 20 Jul 2023 • Hugo Latapie, Shan Yu, Patrick Hammer, Kristinn R. Thorisson, Vahagn Petrosyan, Brandon Kynoch, Alind Khare, Payman Behnam, Alexey Tumanov, Aksheit Saxena, Anish Aralikatti, Hanning Chen, Mohsen Imani, Mike Archbold, Tangrui Li, Pei Wang, Justin Hart

Traditional computer vision models often necessitate extensive data acquisition, annotation, and validation.

Event Detection

Neurosymbolic hybrid approach to driver collision warning

no code implementations • 28 Mar 2022 • Kyongsik Yun, Thomas Lu, Alexander Huyen, Patrick Hammer, Pei Wang

(2) A mediated hybrid recognition system in which a system is created by combining independent modules that detect each semantic feature.

Autonomous Driving Image Classification +4

Neurosymbolic Systems of Perception & Cognition: The Role of Attention

no code implementations • 2 Dec 2021 • Hugo Latapie, Ozkan Kilic, Kristinn R. Thorisson, Pei Wang, Patrick Hammer

A cognitive architecture aimed at cumulative learning must provide the necessary information and control structures to allow agents to learn incrementally and autonomously from their experience.