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02/07/2022
Conversational Agents: Theory and Applications
In this chapter, we provide a review of conversational agents (CAs), dis...
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08/31/2021
The five Is: Key principles for interpretable and safe conversational AI
In this position paper, we present five key principles, namely interpret...
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04/13/2021
Model Learning with Personalized Interpretability Estimation (ML-PIE)
High-stakes applications require AI-generated models to be interpretable...
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11/28/2019
Lidar-Camera Co-Training for Semi-Supervised Road Detection
Recent advances in the field of machine learning and computer vision hav...
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09/21/2018
LIDAR-Camera Fusion for Road Detection Using Fully Convolutional Neural Networks
In this work, a deep learning approach has been developed to carry out r...
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03/27/2017
LIDAR-based Driving Path Generation Using Fully Convolutional Neural Networks
In this work, a novel learning-based approach has been developed to gene...
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03/10/2017