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09/06/2023
Implicit Design Choices and Their Impact on Emotion Recognition Model Development and Evaluation
Emotion recognition is a complex task due to the inherent subjectivity i...
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04/18/2021
Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition "In the Wild"
Emotion recognition as a key component of high-stake downstream applicat...
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04/18/2021
Why Should I Trust a Model is Private? Using Shifts in Model Explanation for Evaluating Privacy-Preserving Emotion Recognition Model
Privacy preservation is a crucial component of any real-world applicatio...
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10/29/2019
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition
Many mobile applications and virtual conversational agents now aim to re...
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09/29/2019
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews
Bipolar disorder, a severe chronic mental illness characterized by patho...
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08/23/2019
Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning
Various psychological factors affect how individuals express emotions. Y...
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03/27/2019
MuSE-ing on the Impact of Utterance Ordering On Crowdsourced Emotion Annotations
Emotion recognition algorithms rely on data annotated with high quality ...
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03/12/2019
"Hang in There": Lexical and Visual Analysis to Identify Posts Warranting Empathetic Responses
In the past few years, social media has risen as a platform where people...
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03/11/2019
The Truth and Nothing but the Truth: Multimodal Analysis for Deception Detection
We propose a data-driven method for automatic deception detection in rea...
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06/19/2018