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08/04/2023
Efficient Labelling of Affective Video Datasets via Few-Shot Multi-Task Contrastive Learning
Whilst deep learning techniques have achieved excellent emotion predicti...
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07/23/2023
Explainable Depression Detection via Head Motion Patterns
While depression has been studied via multimodal non-verbal behavioural ...
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06/12/2023
A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference
Whilst a majority of affective computing research focuses on inferring e...
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03/12/2023
Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention
While emotion and mood interchangeably used, they differ in terms of dur...
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02/20/2023
Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics
We explore the efficacy of multimodal behavioral cues for explainable pr...
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10/03/2022
To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion
Although the terms mood and emotion are closely related and often used i...
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07/15/2022
Affective Computational Advertising Based on Perceptual Metrics
We present ACAD, an affective computational advertising framework expres...
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02/21/2022
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals
While Parkinson's disease (PD) is typically characterized by motor disor...
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06/22/2020
Characterizing Hirability via Personality and Behavior
While personality traits have been extensively modeled as behavioral con...
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04/01/2019
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks
Deep neural networks are vulnerable to adversarial attacks, which can fo...
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09/03/2018
A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation
With the progress in automatic human behavior understanding, analysing t...
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08/23/2018
EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction
This paper details the sixth Emotion Recognition in the Wild (EmotiW) ch...
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10/12/2016
Analyzing the Affect of a Group of People Using Multi-modal Framework
Millions of images on the web enable us to explore images from social ev...
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12/21/2015
Harnessing the Deep Net Object Models for Enhancing Human Action Recognition
In this study, the influence of objects is investigated in the scenario ...
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12/03/2015