3 papers
cs.CV2023
Ethosight: A Reasoning-Guided Iterative Learning System for Nuanced Perception based on Joint-Embedding & Contextual Label Affinity
Hugo Latapie, Shan Yu, Patrick Hammer +14
Traditional computer vision models often necessitate extensive data acquisition, annotation, and validation. These models frequently struggle in real-world applications, resulting…
cs.CV2022
Neurosymbolic hybrid approach to driver collision warning
Kyongsik Yun, Thomas Lu, Alexander Huyen +2
There are two main algorithmic approaches to autonomous driving systems: (1) An end-to-end system in which a single deep neural network learns to map sensory input directly into ap…
cs.AI2021
Neurosymbolic Systems of Perception & Cognition: The Role of Attention
Hugo Latapie, Ozkan Kilic, Kristinn R. Thorisson +2
A cognitive architecture aimed at cumulative learning must provide the necessary information and control structures to allow agents to learn incrementally and autonomously from the…