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06/14/2023
MMASD: A Multimodal Dataset for Autism Intervention Analysis
Autism spectrum disorder (ASD) is a developmental disorder characterized...
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02/16/2023
Social Visual Behavior Analytics for Autism Therapy of Children Based on Automated Mutual Gaze Detection
Social visual behavior, as a type of non-verbal communication, plays a c...
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10/27/2020
A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability
In this paper, we propose a probabilistic representation of MultiLayer P...
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06/16/2020
PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons
We study PAC-Bayesian generalization bounds for Multilayer Perceptrons (...
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02/20/2020
Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks
This paper presents an audiovisual-based emotion recognition hybrid netw...
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10/22/2019
Explicitly Bayesian Regularizations in Deep Learning
Generalization is essential for deep learning. In contrast to previous w...
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08/26/2019