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05/23/2023
Difference-Masking: Choosing What to Mask in Continued Pretraining
Self-supervised learning (SSL) and the objective of masking-and-predicti...
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05/18/2023
Expanding the Role of Affective Phenomena in Multimodal Interaction Research
In recent decades, the field of affective computing has made substantial...
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07/31/2022
Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures
In our multicultural world, affect-aware AI systems that support humans ...
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08/27/2021
Speech Representations and Phoneme Classification for Preserving the Endangered Language of Ladin
A vast majority of the world's 7,000 spoken languages are predicted to b...
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08/17/2021
Affect-Aware Deep Belief Network Representations for Multimodal Unsupervised Deception Detection
Automated systems that detect the social behavior of deception can enhan...
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07/29/2021
Modeling User Empathy Elicited by a Robot Storyteller
Virtual and robotic agents capable of perceiving human empathy have the ...
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02/06/2021
Unsupervised Audio-Visual Subspace Alignment for High-Stakes Deception Detection
Automated systems that detect deception in high-stakes situations can en...
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08/31/2020