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09/19/2023
MAGIC-TBR: Multiview Attention Fusion for Transformer-based Bodily Behavior Recognition in Group Settings
Bodily behavioral language is an important social cue, and its automated...
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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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08/03/2023
A Virtual Reality Game to Improve Physical and Cognitive Acuity
We present the Virtual Human Benchmark (VHB) game to evaluate and improv...
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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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08/13/2022
Neural Encoding of Songs is Modulated by Their Enjoyment
We examine user and song identification from neural (EEG) signals. Owing...
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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
Outlier-based Autism Detection using Longitudinal Structural MRI
Diagnosis of Autism Spectrum Disorder (ASD) using clinical evaluation (c...
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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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12/15/2021
Expert and Crowd-Guided Affect Annotation and Prediction
We employ crowdsourcing to acquire time-continuous affective annotations...
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12/15/2021
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics
We demonstrate the utility of elementary head-motion units termed kineme...
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01/09/2021
FakeBuster: A DeepFakes Detection Tool for Video Conferencing Scenarios
This paper proposes a new DeepFake detector FakeBuster for detecting imp...
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12/11/2020
AViNet: Diving Deep into Audio-Visual Saliency Prediction
We propose the AViNet architecture for audiovisual saliency prediction. ...
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06/23/2020
Gender and Emotion Recognition from Implicit User Behavior Signals
This work explores the utility of implicit behavioral cues, namely, Elec...
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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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06/12/2020
The eyes know it: FakeET – An Eye-tracking Database to Understand Deepfake Perception
We present FakeET– an eye-tracking database to understand human visual p...
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05/29/2020
Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization
We propose detection of deepfake videos based on the dissimilarity betwe...
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04/03/2019
Recognition of Advertisement Emotions with Application to Computational Advertising
Advertisements (ads) often contain strong affective content to capture v...
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09/12/2018
Investigating the generalizability of EEG-based Cognitive Load Estimation Across Visualizations
We examine if EEG-based cognitive load (CL) estimation is generalizable ...
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08/18/2018
EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification
Data Visualization has been receiving growing attention recently, with u...
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08/14/2018
Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements
Emotion evoked by an advertisement plays a key role in influencing brand...
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06/27/2018
Watch to Edit: Video Retargeting using Gaze
We present a novel approach to optimally retarget videos for varied disp...
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12/21/2017
AVEID: Automatic Video System for Measuring Engagement In Dementia
Engagement in dementia is typically measured using behavior observationa...
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11/07/2017
An EEG-based Image Annotation System
The success of deep learning in computer vision has greatly increased th...
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09/06/2017
Evaluating Content-centric vs User-centric Ad Affect Recognition
Despite the fact that advertisements (ads) often include strongly emotio...
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09/06/2017
Affect Recognition in Ads with Application to Computational Advertising
Advertisements (ads) often include strongly emotional content to leave a...
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08/29/2017
Gender and Emotion Recognition with Implicit User Signals
We examine the utility of implicit user behavioral signals captured usin...
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08/29/2017
Discovering Gender Differences in Facial Emotion Recognition via Implicit Behavioral Cues
We examine the utility of implicit behavioral cues in the form of EEG br...
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06/23/2015
