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10/26/2022
Naturalistic Head Motion Generation from Speech
Synthesizing natural head motion to accompany speech for an embodied con...
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07/26/2022
Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis
As tools for content editing mature, and artificial intelligence (AI) ba...
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07/14/2022
Estimating Emotion Contagion on Social Media via Localized Diffusion in Dynamic Graphs
We present a computational approach for estimating emotion contagion on ...
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03/28/2022
3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos
We present 3MASSIV, a multilingual, multimodal and multi-aspect, expertl...
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03/11/2021
Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality
We present Affect2MM, a learning method for time-series emotion predicti...
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02/21/2021
Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification
We present a new approach, that we call AdaGTCN, for identifying human r...
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10/04/2020
Generating Emotive Gaits for Virtual Agents Using Affect-Based Autoregression
We present a novel autoregression network to generate virtual agents tha...
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04/25/2020
MCQA: Multimodal Co-attention Based Network for Question Answering
We present MCQA, a learning-based algorithm for multimodal question answ...
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03/14/2020
Emotions Don't Lie: A Deepfake Detection Method using Audio-Visual Affective Cues
We present a learning-based multimodal method for detecting real and dee...
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03/14/2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle
We present EmotiCon, a learning-based algorithm for context-aware percei...
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03/09/2020
CMetric: A Driving Behavior Measure Using Centrality Functions
We present a new measure, CMetric, to classify driver behaviors using ce...
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12/02/2019
Forecasting Trajectory and Behavior of Road-Agents Using Spectral Clustering in Graph-LSTMs
We present a novel approach for traffic forecasting in urban traffic sce...
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11/20/2019
Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping
We present an autoencoder-based semi-supervised approach to classify per...
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11/09/2019
M3ER: Multiplicative Multimodal Emotion Recognition Using Facial, Textual, and Speech Cues
We present M3ER, a learning-based method for emotion recognition from mu...
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10/28/2019
STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits
We present a novel classifier network called STEP, to classify perceived...
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09/30/2019
GraphRQI: Classifying Driver Behaviors Using Graph Spectrums
We present a novel algorithm (GraphRQI) to identify driver behaviors fro...
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01/29/2018
