Ali Etemad

CoRR, 2023

Consistency-guided Prompt Learning for Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines.

[BibT_eX]

[DOI]

CoRR, 2023

Partial Label Learning for Emotion Recognition from EEG.

[BibT_eX]

[DOI]

CoRR, 2023

Privacy-Preserving Remote Heart Rate Estimation from Facial Videos.

[BibT_eX]

[DOI]

Divij Gupta

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts.

[BibT_eX]

[DOI]

Ahmad Beirami

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Toward Fair Facial Expression Recognition with Improved Distribution Alignment.

[BibT_eX]

[DOI]

Mojtaba Kolahdouzi

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Continual Learning for Out-of-Distribution Pedestrian Detection.

[BibT_eX]

[DOI]

Mahdiyar Molahasani

Proceedings of the IEEE International Conference on Image Processing, 2023

Context-Aware Pedestrian Trajectory Prediction with Multimodal Transformer.

[BibT_eX]

[DOI]

Haleh Damirchi

Proceedings of the IEEE International Conference on Image Processing, 2023

Unmasking Deepfakes: Masked Autoencoding Spatiotemporal Transformers for Enhanced Video Forgery Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Temporal Contrastive Learning with Curriculum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

A Study on Bias and Fairness in Deep Speaker Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Human Pose Estimation from Ambiguous Pressure Recordings with Spatio-Temporal Masked Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Active Learning with Contrastive Pre-training for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work.

[BibT_eX]

[DOI]

Aaron Posen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

FabriCar: Enriching the User Experience of In-Car Media Interactions with Ubiquitous Vehicle Interiors using E-textile Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2022

Multimodal Estimation of Endpoint Force During Quasi-Dynamic and Dynamic Muscle Contractions Using Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Oriented Bounding Boxes for Small and Freely Rotated Objects.

[BibT_eX]

[DOI]

Mohsen Zand

IEEE Trans. Geosci. Remote. Sens., 2022

Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Shashi Suman

François Rivest

IEEE Trans. Artif. Intell., 2022

PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2022

Self-Supervised ECG Representation Learning for Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2022

Touchless Control of Heavy Equipment Using Low-Cost Hand Gesture Recognition.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., 2022

Impact of Labelled Set Selection and Supervision Policies on Semi-supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning.

[BibT_eX]

[DOI]

Zunayed Mahmud

Paul Hungler

CoRR, 2022

AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

Bagged tree ensemble modelling with feature selection for isometric EMG-based force estimation.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2022

Estimating pose from pressure data for smart beds with deep image-based pose estimators.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Analysis of Augmentations for Contrastive ECG Representation Learning.

[BibT_eX]

[DOI]

Sahar Soltanieh

Javad Hashemi

Proceedings of the International Joint Conference on Neural Networks, 2022

Fine-grained Early Frequency Attention for Deep Speaker Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation.

[BibT_eX]

[DOI]

Leyla Khaleghi

Joshua A. Marshall

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Holistic Semi-Supervised Approaches for EEG Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Multiscale Crowd Counting and Localization By Multitask Point Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

ObjectBox: From Centers to Boxes for Anchor-Free Object Detection.

[BibT_eX]

[DOI]

Mohsen Zand

Proceedings of the Computer Vision - ECCV 2022, 2022

Vote from the Center: 6 DoF Pose Estimation in RGB-D Images by Radial Keypoint Voting.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Analysis of Semi-Supervised Methods for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021

CapsField: Light Field-Based Face and Expression Recognition in the Wild Using Capsule Routing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Depth as Attention for Face Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Long Short-Term Memory With Gate and State Level Fusion for Light Field-Based Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

View-Invariant Gait Recognition With Attentive Recurrent Learning of Partial Representations.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., 2021

FluentNet: End-to-End Detection of Stuttered Speech Disfluencies With Deep Learning.

[BibT_eX]

[DOI]

Tedd Kourkounakis

IEEE ACM Trans. Audio Speech Lang. Process., 2021

End-to-End Prediction of Parcel Delivery Time With Deep Learning for Smart-City Applications.

[BibT_eX]

[DOI]

Arthur Cruz de Araujo

IEEE Internet Things J., 2021

Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning.

[BibT_eX]

[DOI]

Zunayed Mahmud

Paul Hungler

CoRR, 2021

Towards Personalization of User Preferences in Partially Observable Smart Home Environments.

[BibT_eX]

[DOI]

Shashi Suman

François Rivest

CoRR, 2021

Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Temporal Synchronicity.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-View Video-Based 3D Hand Pose Estimation.

[BibT_eX]

[DOI]

Leyla Khaleghi

Joshua A. Marshall

CoRR, 2021

Wearable-based Classification of Running Styles with Deep Learning.

[BibT_eX]

[DOI]

Setareh Rahimi Taghanaki

Michael J. Rainbow

CoRR, 2021

Flow-based Autoregressive Structured Prediction of Human Motion.

[BibT_eX]

[DOI]

Mohsen Zand

CoRR, 2021

Generalized EMG-based isometric contact force estimation using a deep learning approach.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion.

[BibT_eX]

[DOI]

Setareh Rahimi Taghanaki

Michael J. Rainbow

Proceedings of the ISWC 2021: Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021

A Transformer Architecture for Stress Detection from ECG.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2021: Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021

Self-supervised Contrastive Learning of Multi-view Facial Expressions.

[BibT_eX]

[DOI]

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Siamese Capsule Network for End-to-End Speaker Recognition in the Wild.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

In-Bed Pressure-Based Pose Estimation Using Image Space Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Happy Driver: Investigating the Effect of Mood on Preferred Style of Driving in Self-Driving Cars.

[BibT_eX]

[DOI]

T. C. Nicholas Graham

Proceedings of the HAI '21: International Conference on Human-Agent Interaction, Virtual Event, Japan, November 9, 2021

Face Trees for Expression Recognition.

[BibT_eX]

[DOI]

Mojtaba Kolahdouzi

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Convolutional Neural Network Approach for Elbow Torque Estimation during Quasi-dynamic and Dynamic Contractions.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Multi-Perspective LSTM for Joint Visual Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Spatiotemporal Contrastive Learning of Facial Expressions in Videos.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Automated Channel Selection in High-Density sEMG for Improved Force Estimation.

[BibT_eX]

[DOI]

Sensors, 2020

Self-supervised Wearable-based Activity Recognition by Learning to Forecast Motion.

[BibT_eX]

[DOI]

Setareh Rahimi Taghanaki

CoRR, 2020

FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning.

[BibT_eX]

[DOI]

Tedd Kourkounakis

CoRR, 2020

Knowing What to Listen to: Early Attention for Deep Speech Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2020

RFNet: Riemannian Fusion Network for EEG-based Brain-Computer Interfaces.

[BibT_eX]

[DOI]

CoRR, 2020

Attention-aware fusion RGB-D face recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2020

Two-Level Attention-based Fusion Learning for RGB-D Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Gait Recognition using Multi-Scale Partial Representation Transformation with Capsules.

[BibT_eX]

[DOI]

Nikolaus F. Troje

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Facial Emotion Recognition Using Light Field Images with Deep Attention-Based Bidirectional LSTM.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Self-Supervised Learning for ECG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Detecting Multiple Speech Disfluencies Using a Deep Residual Network with Bidirectional Long Short-Term Memory.

[BibT_eX]

[DOI]

Tedd Kourkounakis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Toward Dynamically Adaptive Simulation: Multimodal Classification of User Expertise Using Wearable Devices.

[BibT_eX]

[DOI]

Sensors, 2019

Capsule Attention for Multimodal EEG and EOG Spatiotemporal Representation Learning with Application to Driver Vigilance Estimation.

[BibT_eX]

[DOI]

CoRR, 2019

Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network.

[BibT_eX]

[DOI]

Yaoxue Zhang

CoRR, 2019

Identity and Posture Recognition in Smart Beds with Deep Multitask Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Deep Neural Network for Short-Segment Speaker Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

Activity Recognition with Wearable Accelerometers using Deep Convolutional Neural Network and the Effect of Sensor Placement.

[BibT_eX]

[DOI]

Jeremy Kulchyk

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Deep Neural Networks for Predicting Vehicle Travel Times.

[BibT_eX]

[DOI]

Arthur Cruz de Araujo

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Computer-Aided Diagnosis using Class-Weighted Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

PCA-Based Channel Selection in High-Density EMG for Improving Force Estimation.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

An Investigation of Dimensionality Reduction Techniques for EMG-based Force Estimation.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Auto-labelling of Markers in Optical Motion Capture by Permutation Learning.

[BibT_eX]

[DOI]

Nikolaus F. Troje

Proceedings of the Advances in Computer Graphics, 2019

A Deep Framework for Facial Emotion Recognition using Light Field Images.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018

Non-invasive detection of low-level muscle fatigue using surface EMG with wavelet decomposition.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Keeping Users Engaged through Feature Updates: A Long-Term Study of Using Wearable-Based Exergames.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Balance-based time-frequency features for discrimination of young and elderly subjects using unsupervised methods.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Towards unsupervised coherence-based assessment of ECG quality in different posture and movement conditions.

[BibT_eX]

[DOI]

Rishabh Gupta

Abdul Qadir Javaid

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Expert-Driven Perceptual Features for Modeling Style and Affect in Human Motion.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2016

Perceptual validity in animation of human motion.

[BibT_eX]

[DOI]

Comput. Animat. Virtual Worlds, 2016

Usability and Motivational Effects of a Gamified Exercise and Fitness System Based on Wearable Devices.

[BibT_eX]

[DOI]

Proceedings of the Design, User Experience, and Usability: Novel User Experiences, 2016

Motivational Impacts and Sustainability Analysis of a Wearable-based Gamified Exercise and Fitness System.

[BibT_eX]

[DOI]

Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play, 2016

2015

Correlation-optimized time warping for motion.

[BibT_eX]

[DOI]

Vis. Comput., 2015

2014

Classification and translation of style and affect in human motion using RBF neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2014

2013

A Customizable Time Warping Method for Motion Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Design and Usability Analysis of Gesture-Based Control for Common Desktop Tasks.

[BibT_eX]

[DOI]

Farzin Farhadi-Niaki

Proceedings of the Human-Computer Interaction. Interaction Modalities and Techniques, 2013

2012

Fast obstacle detection using targeted optical flow.

[BibT_eX]

[DOI]

Nasim Sepehri Boroujeni

Anthony D. Whitehead

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Robust Horizon Detection Using Segmentation for UAV Applications.

[BibT_eX]

[DOI]

Nasim Sepehri Boroujeni

Anthony D. Whitehead

Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

2011

An ant-inspired algorithm for detection of image edge features.

[BibT_eX]

[DOI]

Tony White

Appl. Soft Comput., 2011

Separation and extraction of energy variants from human motion using temporal minimization.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Virtual Environments, 2011

2010

DEVS-based modeling of a human motion data synthesis and control system.

[BibT_eX]

[DOI]

Gabriel A. Wainer

Proceedings of the SummerSim '10, 2010

Modeling and Transformation of 3D Human Motion.

[BibT_eX]

Proceedings of the GRAPP 2010, 2010

2009

Intelligent toolkit for procedural animation of human behaviors.

[BibT_eX]

[DOI]

Paul Slinger