Ali Etemad

239 papers A* 14A 4B 23C 2Misc 15Journal 169Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating Test-Time Adaptation For Facial Expression Recognition Under Natural Cross-Dataset Distribution Shifts.
CoRR
John Turnbull, Shivam Grover, Amin Jalali, Ali Etemad
2026 J jnl
Leveraging Foundation Models for Calibration-Free c-VEP BCIs.
CoRR
Mohammadreza Behboodi, Eli Kinney-Lang, Ali Etemad, Adam Kirton, Hatem Abou-Zeid
2026 J jnl
Multidomain EEG Representation Learning With Orthogonal Mapping and Attention-Based Fusion for Cognitive Load Classification.
IEEE Trans. Hum. Mach. Syst.
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
A Shared Encoder Approach to Multimodal Representation Learning.
CoRR
Shuvendu Roy, Franklin Ogidi, Ali Etemad, Elham Dolatabadi, Arash Afkanpour
2025 — conf
Advancing Medical Representation Learning Through High-Quality Data.
MICCAI (13)
Negin Baghbanzadeh, Adibvafa Fallahpour, Yasaman Parhizkar, Franklin Ogidi, Shuvendu Roy, Sajad Ashkezari, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Arash Afkanpour, Elham Dolatabadi
2025 J jnl
Advancing Medical Representation Learning Through High-Quality Data.
CoRR
Negin Baghbanzadeh, Adibvafa Fallahpour, Yasaman Parhizkar, Franklin Ogidi, Shuvendu Roy, Sajad Ashkezari, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Arash Afkanpour, Elham Dolatabadi
2025 J jnl
CLARE: Cognitive Load Assessment in Real-Time With Multimodal Data.
IEEE Trans. Cogn. Dev. Syst.
Anubhav Bhatti, Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Dirk Rodenburg, Heather Braund, P. James Mclellan, Aaron J. Ruberto, Geoffery Harrison, Daryl Wilson, Adam Szulewski, Dan Howes, Ali Etemad, Paul Hungler
2025 J jnl
Consistency-Guided Asynchronous Contrastive Tuning for Few-Shot Class-Incremental Tuning of Foundation Models.
Trans. Mach. Learn. Res.
Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad
2025 A conf
CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis.
WACV
Nishq Poorav Desai, Ali Etemad, Michael A. Greenspan
2025 Misc conf
Dynamic Prototype Rehearsal for Continual ECG Arrhythmia Detection.
ICASSP
Sana Rahmani, Reetam Chatterjee, Ali Etemad, Javad Hashemi
2025 J jnl
Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection.
CoRR
Sana Rahmani, Reetam Chatterjee, Ali Etemad, Javad Hashemi
2025 J jnl
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition Using In-Distribution, Out-of-Distribution, and Unconstrained Data.
IEEE Trans. Affect. Comput.
Shuvendu Roy, Ali Etemad
2025 Misc conf
Federated Domain Generalization with Label Smoothing and Balanced Decentralized Training.
ICASSP
Milad Soltany, Farhad Pourpanah, Mahdiyar Molahasani, Michael A. Greenspan, Ali Etemad
2025 A* conf
Federated Unsupervised Domain Generalization Using Global and Local Alignment of Gradients.
AAAI
Farhad Pourpanah, Mahdiyar Molahasani, Milad Soltany, Michael A. Greenspan, Ali Etemad
2025 J jnl
Graph-Based Learning of Spectro-Topographical EEG Representations with Gradient Alignment for Brain-Computer Interfaces.
CoRR
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
Impact of Strategic Sampling and Supervision Policies on Semi-Supervised Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Shuvendu Roy, Ali Etemad
2025 J jnl
Investigating ECG Diagnosis with Ambiguous Labels using Partial Label Learning.
CoRR
Sana Rahmani, Javad Hashemi, Ali Etemad
2025 J jnl
Kernel Space Conditional Distribution Alignment for Improving Group Fairness in Deepfake Detection.
Trans. Mach. Learn. Res.
Sayantan Das, Mojtaba Kolahdouzi, Ali Etemad
2025 J jnl
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing.
CoRR
Amin Jalali, Milad Soltany, Michael A. Greenspan, Ali Etemad
2025 J jnl
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing.
Trans. Mach. Learn. Res.
Amin Jalali, Milad Soltany, Michael A. Greenspan, Ali Etemad
2025 — conf
Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation.
ECML/PKDD (6)
Muhammad Haseeb Aslam, Clara Martinez, Marco Pedersoli, Alessandro Lameiras Koerich, Ali Etemad, Eric Granger
2025 J jnl
Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation.
CoRR
Muhammad Haseeb Aslam, Clara Martinez, Marco Pedersoli, Alessandro L. Koerich, Ali Etemad, Eric Granger
2025 B conf
Leveraging Foundation Models for Calibration-Free c-VEP BCIs.
SMC
Mohammadreza Behboodi, Eli Kinney-Lang, Ali Etemad, Adam Kirton, Hatem Abou-Zeid
2025 A* conf
Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment.
ICLR
Pritam Sarkar, Sayna Ebrahimi, Ali Etemad, Ahmad Beirami, Sercan Ö. Arik, Tomas Pfister
2025 J jnl
Multi-Domain EEG Representation Learning with Orthogonal Mapping and Attention-based Fusion for Cognitive Load Classification.
CoRR
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection.
CoRR
Mahdiyar Molahasani, Azadeh Motamedi, Michael A. Greenspan, Il-Min Kim, Ali Etemad
2025 J jnl
Partial Label Learning for Emotion Recognition From EEG.
IEEE Trans. Affect. Comput.
Guangyi Zhang, Ali Etemad
2025 J jnl
Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method.
CoRR
Masoumeh Sharafi, Soufiane Belharbi, Houssem Ben Salem, Ali Etemad, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2025 A* conf
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference.
AAAI
Barys Liskavets, Maxim Ushakov, Shuvendu Roy, Mark Klibanov, Ali Etemad, Shane K. Luke
2025 J jnl
Scaling laws in wearable human activity recognition.
CoRR
Tom Hoddes, Alex Bijamov, Saket Joshi, Daniel Roggen, Ali Etemad, Robert Harle, David Racz
2025 J jnl
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization.
CoRR
Pritam Sarkar, Ali Etemad
2025 J jnl
SelfPrompt: Confidence-Aware Semi-Supervised Tuning for Robust Vision-Language Model Adaptation.
CoRR
Shuvendu Roy, Ali Etemad
2025 A conf
Socially-Informed Reconstruction for Pedestrian Trajectory Forecasting.
WACV
Haleh Damirchi, Ali Etemad, Michael A. Greenspan
2025 J jnl
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness.
CoRR
Mojtaba Kolahdouzi, Hatice Gunes, Ali Etemad
2025 Misc conf
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders.
ICASSP
Aditya Mishra, Ahnaf Mozib Samin, Ali Etemad, Javad Hashemi
2025 J jnl
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders.
CoRR
Aditya Mishra, Ahnaf Mozib Samin, Ali Etemad, Javad Hashemi
2025 J jnl
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor.
CoRR
Barys Liskavets, Shuvendu Roy, Maxim Ushakov, Mark Klibanov, Ali Etemad, Shane Luke
2025 J jnl
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor.
Trans. Mach. Learn. Res.
Barys Liskavets, Shuvendu Roy, Maxim Ushakov, Mark Klibanov, Ali Etemad, Shane K. Luke
2025 J jnl
Uncertainty-Aware Multi-view Arrhythmia Classification from ECG.
CoRR
Mohd Ashhad, Sana Rahmani, Mohammed Fayiz, Ali Etemad, Javad Hashemi
2025 J jnl
Understanding Mental States in Active and Autonomous Driving with EEG.
CoRR
Prithila Angkan, Paul Hungler, Ali Etemad
2025 J jnl
VCRBench: Exploring Long-form Causal Reasoning Capabilities of Large Video Language Models.
CoRR
Pritam Sarkar, Ali Etemad
2024 J jnl
A Bag of Tricks for Few-Shot Class-Incremental Learning.
CoRR
Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad
2024 J jnl
A Bag of Tricks for Few-Shot Class-Incremental Learning.
Trans. Mach. Learn. Res.
Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad
2024 J jnl
A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024.
CoRR
Dimitris Spathis, Aaqib Saeed, Ali Etemad, Sana Tonekaboni, Stefanos Laskaridis, Shohreh Deldari, Chi Ian Tang, Patrick Schwab, Shyam A. Tailor
2024 J jnl
An Ensemble Semi-Supervised Adaptive Resonance Theory Model With Explanation Capability for Pattern Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Farhad Pourpanah, Chee Peng Lim, Ali Etemad, Q. M. Jonathan Wu
2024 J jnl
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition.
ACM Trans. Comput. Heal.
Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad
2024 J jnl
Audio Representation Learning by Distilling Video as Privileged Information.
IEEE Trans. Artif. Intell.
Amirhossein Hajavi, Ali Etemad
2024 J jnl
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning.
CoRR
Shuvendu Roy, Yasaman Parhizkar, Franklin Ogidi, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Elham Dolatabadi, Arash Afkanpour
2024 J jnl
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data.
CoRR
Anubhav Bhatti, Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Dirk Rodenburg, Heather Braund, P. James Mclellan, Aaron J. Ruberto, Geoffery Harrison, Daryl Wilson, Adam Szulewski, Dan Howes, Ali Etemad, Paul Hungler
2024 A* conf
Consistency-guided Prompt Learning for Vision-Language Models.
ICLR
Shuvendu Roy, Ali Etemad
2024 J jnl
Contrastive Learning of View-invariant Representations for Facial Expressions Recognition.
ACM Trans. Multim. Comput. Commun. Appl.
Shuvendu Roy, Ali Etemad
2024 J jnl
CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis.
CoRR
Nishq Poorav Desai, Ali Etemad, Michael A. Greenspan
2024 J jnl
Diffusion Models with Deterministic Normalizing Flow Priors.
Trans. Mach. Learn. Res.
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2024 J jnl
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey.
ACM Trans. Comput. Heal.
Farhad Pourpanah, Ali Etemad
2024 J jnl
Federated Domain Generalization with Label Smoothing and Balanced Decentralized Training.
CoRR
Milad Soltany, Farhad Pourpanah, Mahdiyar Molahasani, Michael A. Greenspan, Ali Etemad
2024 J jnl
Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients.
CoRR
Farhad Pourpanah, Mahdiyar Molahasani, Milad Soltany, Michael A. Greenspan, Ali Etemad
2024 J jnl
Few-shot Tuning of Foundation Models for Class-incremental Learning.
CoRR
Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad
2024 J jnl
In-Distribution and Out-of-Distribution Self-Supervised ECG Representation Learning for Arrhythmia Detection.
IEEE J. Biomed. Health Informatics
Sahar Soltanieh, Javad Hashemi, Ali Etemad
2024 J jnl
Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement.
CoRR
Aaqib Saeed, Dimitris Spathis, Jungwoo Oh, Edward Choi, Ali Etemad
2024 J jnl
Mitigating Object Hallucination via Data Augmented Contrastive Tuning.
CoRR
Pritam Sarkar, Sayna Ebrahimi, Ali Etemad, Ahmad Beirami, Sercan Ö. Arik, Tomas Pfister
2024 J jnl
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines.
IEEE Trans. Intell. Transp. Syst.
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2024 J jnl
Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning.
IEEE Trans. Artif. Intell.
Zunayed Mahmud, Paul Hungler, Ali Etemad
2024 B conf
NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series.
ICMI
Debaditya Shome, Nasim Montazeri Ghahjaverestan, Ali Etemad
2024 J jnl
NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series.
CoRR
Debaditya Shome, Nasim Montazeri Ghahjaverestan, Ali Etemad
2024 J jnl
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference.
CoRR
Barys Liskavets, Maxim Ushakov, Shuvendu Roy, Mark Klibanov, Ali Etemad, Shane Luke
2024 A* conf
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation.
AAAI
Debaditya Shome, Pritam Sarkar, Ali Etemad
2024 J jnl
Remote Heart Rate Monitoring in Smart Environments From Videos With Self-Supervised Pretraining.
IEEE Internet Things J.
Divij Gupta, Ali Etemad
2024 J jnl
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer.
Trans. Mach. Learn. Res.
Renan A. Rojas-Gomez, Karan Singhal, Ali Etemad, Alex Bijamov, Warren Richard Morningstar, Philip Andrew Mansfield
2024 A* conf
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data.
AAAI
Shuvendu Roy, Ali Etemad
2024 A* conf
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations.
NeurIPS
Shivam Grover, Amin Jalali, Ali Etemad
2024 J jnl
Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations.
CoRR
Shivam Grover, Amin Jalali, Ali Etemad
2024 — conf
SkelFormer: Markerless 3D Pose and Shape Estimation Using Skeletal Transformers.
ECCV Workshops (2)
Vandad Davoodnia, Saeed Ghorbani, Alexandre Messier, Ali Etemad
2024 J jnl
SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal Transformers.
CoRR
Vandad Davoodnia, Saeed Ghorbani, Alexandre Messier, Ali Etemad
2024 J jnl
Socially-Informed Reconstruction for Pedestrian Trajectory Forecasting.
CoRR
Haleh Damirchi, Ali Etemad, Michael A. Greenspan
2024 J jnl
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space.
IEEE Trans. Emerg. Top. Comput. Intell.
Guangyi Zhang, Ali Etemad
2024 Misc conf
Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations.
ICASSP
Debaditya Shome, Ali Etemad
2024 J jnl
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues.
CoRR
Vandad Davoodnia, Saeed Ghorbani, Marc-André Carbonneau, Alexandre Messier, Ali Etemad
2024 — conf
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-view and Temporal Cues.
ECCV (16)
Vandad Davoodnia, Saeed Ghorbani, Marc-André Carbonneau, Alexandre Messier, Ali Etemad
2024 B conf
Uncertainty-Aware Multi-view Arrhythmia Classification from ECG.
IJCNN
Mohd Ashhad, Sana Rahmani, Mohammed Fayiz, Ali Etemad, Javad Hashemi
2024 A* conf
XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning.
AAAI
Pritam Sarkar, Ali Etemad
2023 J jnl
A Study on Bias and Fairness In Deep Speaker Recognition.
CoRR
Amirhossein Hajavi, Ali Etemad
2023 Misc conf
A Study on Bias and Fairness in Deep Speaker Recognition.
ICASSP
Amirhossein Hajavi, Ali Etemad
2023 A* conf
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work.
AAAI
Pritam Sarkar, Aaron Posen, Ali Etemad
2023 B conf
Active Learning with Contrastive Pre-training for Facial Expression Recognition.
ACII
Shuvendu Roy, Ali Etemad
2023 J jnl
Active Learning with Contrastive Pre-training for Facial Expression Recognition.
CoRR
Shuvendu Roy, Ali Etemad
2023 J jnl
An Ensemble Semi-Supervised Adaptive Resonance Theory Model with Explanation Capability for Pattern Classification.
CoRR
Farhad Pourpanah, Chee Peng Lim, Ali Etemad, Q. M. Jonathan Wu
2023 J jnl
Audio Representation Learning by Distilling Video as Privileged Information.
CoRR
Amirhossein Hajavi, Ali Etemad
2023 J jnl
Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework.
CoRR
Mahdiyar Molahasani, Michael A. Greenspan, Ali Etemad
2023 J jnl
Consistency-guided Prompt Learning for Vision-Language Models.
CoRR
Shuvendu Roy, Ali Etemad
2023 B conf
Context-Aware Pedestrian Trajectory Prediction with Multimodal Transformer.
ICIP
Haleh Damirchi, Michael A. Greenspan, Ali Etemad
2023 J jnl
Context-aware Pedestrian Trajectory Prediction with Multimodal Transformer.
CoRR
Haleh Damirchi, Michael A. Greenspan, Ali Etemad
2023 B conf
Continual Learning for Out-of-Distribution Pedestrian Detection.
ICIP
Mahdiyar Molahasani, Ali Etemad, Michael A. Greenspan
2023 J jnl
Continual Learning for Out-of-Distribution Pedestrian Detection.
CoRR
Mahdiyar Molahasani, Ali Etemad, Michael A. Greenspan
2023 J jnl
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition.
CoRR
Shuvendu Roy, Ali Etemad
2023 J jnl
Deep Gait Recognition: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Alireza Sepas-Moghaddam, Ali Etemad
2023 J jnl
Deep multitask learning for pervasive BMI estimation and identity recognition in smart beds.
J. Ambient Intell. Humaniz. Comput.
Vandad Davoodnia, Monet Slinowsky, Ali Etemad
2023 J jnl
Diffusion Models with Deterministic Normalizing Flow Priors.
CoRR
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2023 J jnl
Distilling EEG representations via capsules for affective computing.
Pattern Recognit. Lett.
Guangyi Zhang, Ali Etemad
2023 B conf
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning.
ICMI
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
2023 J jnl
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning.
CoRR
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
2023 J jnl
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition: Learning from In-Distribution, Out-of-Distribution, and Unconstrained Data.
CoRR
Shuvendu Roy, Ali Etemad
2023 J jnl
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey.
CoRR
Farhad Pourpanah, Ali Etemad
2023 A conf
FabriCar: Enriching the User Experience of In-Car Media Interactions with Ubiquitous Vehicle Interiors using E-textile Sensors.
Conference on Designing Interactive Systems
Pouya M. Khorsandi, Lee Jones, Vandad Davoodnia, Timothy J. Lampen, Aliya Conrad, Ali Etemad, Sara Nabil
2023 J jnl
FaceTopoNet: Facial Expression Recognition Using Face Topology Learning.
IEEE Trans. Artif. Intell.
Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
2023 J jnl
Fine-Grained Early Frequency Attention for Deep Speaker Representation Learning.
IEEE Trans. Artif. Intell.
Amirhossein Hajavi, Ali Etemad
2023 J jnl
Flow-Based Spatio-Temporal Structured Prediction of Motion Dynamics.
IEEE Trans. Pattern Anal. Mach. Intell.
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2023 Misc conf
Human Pose Estimation from Ambiguous Pressure Recordings with Spatio-Temporal Masked Transformers.
ICASSP
Vandad Davoodnia, Ali Etemad
2023 J jnl
Human Pose Estimation from Ambiguous Pressure Recordings with Spatio-temporal Masked Transformers.
CoRR
Vandad Davoodnia, Ali Etemad
2023 J jnl
In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection.
CoRR
Sahar Soltanieh, Javad Hashemi, Ali Etemad
2023 J jnl
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines.
CoRR
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2023 J jnl
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction.
CoRR
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2023 J jnl
Multiview Video-Based 3-D Hand Pose Estimation.
IEEE Trans. Artif. Intell.
Leyla Khaleghi, Alireza Sepas-Moghaddam, Joshua A. Marshall, Ali Etemad
2023 J jnl
Partial Label Learning for Emotion Recognition from EEG.
CoRR
Guangyi Zhang, Ali Etemad
2023 B conf
Privacy-Preserving Remote Heart Rate Estimation from Facial Videos.
SMC
Divij Gupta, Ali Etemad
2023 J jnl
Privacy-Preserving Remote Heart Rate Estimation from Facial Videos.
CoRR
Divij Gupta, Ali Etemad
2023 J jnl
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation.
CoRR
Debaditya Shome, Pritam Sarkar, Ali Etemad
2023 J jnl
Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training.
CoRR
Divij Gupta, Ali Etemad
2023 J jnl
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer.
CoRR
Renan A. Rojas-Gomez, Karan Singhal, Ali Etemad, Alex Bijamov, Warren R. Morningstar, Philip Andrew Mansfield
2023 J jnl
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data.
CoRR
Shuvendu Roy, Ali Etemad
2023 A* conf
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity.
AAAI
Pritam Sarkar, Ali Etemad
2023 J jnl
Self-Supervised Human Activity Recognition With Localized Time-Frequency Contrastive Representation Learning.
IEEE Trans. Hum. Mach. Syst.
Setareh Rahimi Taghanaki, Michael J. Rainbow, Ali Etemad
2023 J jnl
Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations.
CoRR
Debaditya Shome, Ali Etemad
2023 Misc conf
Temporal Contrastive Learning with Curriculum.
ICASSP
Shuvendu Roy, Ali Etemad
2023 B conf
Toward Fair Facial Expression Recognition with Improved Distribution Alignment.
ICMI
Mojtaba Kolahdouzi, Ali Etemad
2023 J jnl
Toward Fair Facial Expression Recognition with Improved Distribution Alignment.
CoRR
Mojtaba Kolahdouzi, Ali Etemad
2023 J jnl
Toward Personalization of User Preferences in Partially Observable Smart Home Environments.
IEEE Trans. Artif. Intell.
Shashi Suman, François Rivest, Ali Etemad
2023 A* conf
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts.
NeurIPS
Pritam Sarkar, Ahmad Beirami, Ali Etemad
2023 J jnl
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts.
CoRR
Pritam Sarkar, Ahmad Beirami, Ali Etemad
2023 B conf
Unmasking Deepfakes: Masked Autoencoding Spatiotemporal Transformers for Enhanced Video Forgery Detection.
IJCB
Sayantan Das, Mojtaba Kolahdouzi, Levent Özparlak, Will Hickie, Ali Etemad
2023 J jnl
Unmasking Deepfakes: Masked Autoencoding Spatiotemporal Transformers for Enhanced Video Forgery Detection.
CoRR
Sayantan Das, Mojtaba Kolahdouzi, Levent Özparlak, Will Hickie, Ali Etemad
2023 J jnl
Unsupervised multi-modal representation learning for affective computing with multi-corpus wearable data.
J. Ambient Intell. Humaniz. Comput.
Kyle Ross, Paul Hungler, Ali Etemad
2022 J jnl
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work.
CoRR
Pritam Sarkar, Aaron Posen, Ali Etemad
2022 B conf
Analysis of Augmentations for Contrastive ECG Representation Learning.
IJCNN
Sahar Soltanieh, Ali Etemad, Javad Hashemi
2022 J jnl
Analysis of Augmentations for Contrastive ECG Representation Learning.
CoRR
Sahar Soltanieh, Ali Etemad, Javad Hashemi
2022 B conf
Analysis of Semi-Supervised Methods for Facial Expression Recognition.
ACII
Shuvendu Roy, Ali Etemad
2022 J jnl
Analysis of Semi-Supervised Methods for Facial Expression Recognition.
CoRR
Shuvendu Roy, Ali Etemad
2022 J jnl
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition.
CoRR
Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad
2022 J jnl
Bagged tree ensemble modelling with feature selection for isometric EMG-based force estimation.
Biomed. Signal Process. Control.
Gelareh Hajian, Behnam Behinaein, Ali Etemad, Evelyn Morin
2022 J jnl
Estimating Pose from Pressure Data for Smart Beds with Deep Image-based Pose Estimators.
CoRR
Vandad Davoodnia, Saeed Ghorbani, Ali Etemad
2022 J jnl
Estimating pose from pressure data for smart beds with deep image-based pose estimators.
Appl. Intell.
Vandad Davoodnia, Saeed Ghorbani, Ali Etemad
2022 J jnl
FaceTopoNet: Facial Expression Recognition using Face Topology Learning.
CoRR
Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
2022 B conf
Fine-grained Early Frequency Attention for Deep Speaker Recognition.
IJCNN
Amirhossein Hajavi, Ali Etemad
2022 J jnl
Fine-grained Early Frequency Attention for Deep Speaker Recognition.
CoRR
Amirhossein Hajavi, Ali Etemad
2022 Misc conf
Holistic Semi-Supervised Approaches for EEG Representation Learning.
ICASSP
Guangyi Zhang, Ali Etemad
2022 J jnl
Impact of Labelled Set Selection and Supervision Policies on Semi-supervised Learning.
CoRR
Shuvendu Roy, Ali Etemad
2022 B conf
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation.
ICPR
Leyla Khaleghi, Joshua A. Marshall, Ali Etemad
2022 J jnl
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation.
CoRR
Leyla Khaleghi, Joshua A. Marshall, Ali Etemad
2022 J jnl
Multimodal Estimation of Endpoint Force During Quasi-Dynamic and Dynamic Muscle Contractions Using Deep Learning.
IEEE Trans. Instrum. Meas.
Gelareh Hajian, Evelyn Morin, Ali Etemad
2022 Misc conf
Multiscale Crowd Counting and Localization By Multitask Point Supervision.
ICASSP
Mohsen Zand, Haleh Damirchi, Andrew Farley, Mahdiyar Molahasani, Michael A. Greenspan, Ali Etemad
2022 J jnl
Multiscale Crowd Counting and Localization By Multitask Point Supervision.
CoRR
Mohsen Zand, Haleh Damirchi, Andrew Farley, Mahdiyar Molahasani, Michael A. Greenspan, Ali Etemad
2022 J jnl
Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning.
CoRR
Zunayed Mahmud, Paul Hungler, Ali Etemad
2022 — conf
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection.
ECCV (10)
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2022 J jnl
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection.
CoRR
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2022 J jnl
Oriented Bounding Boxes for Small and Freely Rotated Objects.
IEEE Trans. Geosci. Remote. Sens.
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2022 J jnl
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition.
CoRR
Guangyi Zhang, Ali Etemad
2022 J jnl
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition.
IEEE Trans. Affect. Comput.
Guangyi Zhang, Vandad Davoodnia, Ali Etemad
2022 J jnl
Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach.
IEEE Trans. Artif. Intell.
Shashi Suman, Ali Etemad, François Rivest
2022 J jnl
Self-Supervised ECG Representation Learning for Emotion Recognition.
IEEE Trans. Affect. Comput.
Pritam Sarkar, Ali Etemad
2022 J jnl
Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning.
CoRR
Setareh Rahimi Taghanaki, Michael J. Rainbow, Ali Etemad
2022 J jnl
Temporal Contrastive Learning with Curriculum.
CoRR
Shuvendu Roy, Ali Etemad
2022 J jnl
Touchless Control of Heavy Equipment Using Low-Cost Hand Gesture Recognition.
IEEE Internet Things Mag.
Leyla Khaleghi, Unal Artan, Ali Etemad, Joshua A. Marshall
2022 — conf
Vote from the Center: 6 DoF Pose Estimation in RGB-D Images by Radial Keypoint Voting.
ECCV (10)
Yangzheng Wu, Mohsen Zand, Ali Etemad, Michael A. Greenspan
2022 J jnl
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning.
CoRR
Pritam Sarkar, Ali Etemad
2021 Misc conf
A Transformer Architecture for Stress Detection from ECG.
ISWC
Behnam Behinaein, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 J jnl
A Transformer Architecture for Stress Detection from ECG.
CoRR
Behnam Behinaein, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 — conf
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition.
ACII (Workshops and Demos)
Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 J jnl
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition.
CoRR
Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 J jnl
CapsField: Light Field-Based Face and Expression Recognition in the Wild Using Capsule Routing.
IEEE Trans. Image Process.
Alireza Sepas-Moghaddam, Ali Etemad, Fernando Pereira, Paulo Lobato Correia
2021 J jnl
CapsField: Light Field-based Face and Expression Recognition in the Wild using Capsule Routing.
CoRR
Alireza Sepas-Moghaddam, Ali Etemad, Fernando Pereira, Paulo Lobato Correia
2021 A* conf
CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG.
AAAI
Pritam Sarkar, Ali Etemad
2021 — conf
Convolutional Neural Network Approach for Elbow Torque Estimation during Quasi-dynamic and Dynamic Contractions.
EMBC
Gelareh Hajian, Evelyn Morin, Ali Etemad
2021 J jnl
Deep Gait Recognition: A Survey.
CoRR
Alireza Sepas-Moghaddam, Ali Etemad
2021 B conf
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition.
ACII
Guangyi Zhang, Ali Etemad
2021 J jnl
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition.
CoRR
Guangyi Zhang, Ali Etemad
2021 J jnl
Depth as Attention for Face Representation Learning.
IEEE Trans. Inf. Forensics Secur.
Hardik Uppal, Alireza Sepas-Moghaddam, Michael A. Greenspan, Ali Etemad
2021 J jnl
Distilling EEG Representations via Capsules for Affective Computing.
CoRR
Guangyi Zhang, Ali Etemad
2021 J jnl
End-to-End Prediction of Parcel Delivery Time With Deep Learning for Smart-City Applications.
IEEE Internet Things J.
Arthur Cruz de Araujo, Ali Etemad
2021 B conf
Face Trees for Expression Recognition.
FG
Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
2021 J jnl
Face Trees for Expression Recognition.
CoRR
Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
2021 J jnl
Flow-based Autoregressive Structured Prediction of Human Motion.
CoRR
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2021 J jnl
FluentNet: End-to-End Detection of Stuttered Speech Disfluencies With Deep Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Tedd Kourkounakis, Amirhossein Hajavi, Ali Etemad
2021 J jnl
Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning.
CoRR
Zunayed Mahmud, Paul Hungler, Ali Etemad
2021 J jnl
Generalized EMG-based isometric contact force estimation using a deep learning approach.
Biomed. Signal Process. Control.
Gelareh Hajian, Ali Etemad, Evelyn Morin
2021 B conf
Happy Driver: Investigating the Effect of Mood on Preferred Style of Driving in Self-Driving Cars.
HAI
Rachel Phinnemore, Gabriele Cimolino, Pritam Sarkar, Ali Etemad, T. C. Nicholas Graham
2021 J jnl
Holistic Semi-Supervised Approaches for EEG Representation Learning.
CoRR
Guangyi Zhang, Ali Etemad
2021 J jnl
Identity and Posture Recognition in Smart Beds with Deep Multitask Learning.
CoRR
Vandad Davoodnia, Ali Etemad
2021 Misc conf
In-Bed Pressure-Based Pose Estimation Using Image Space Representation Learning.
ICASSP
Vandad Davoodnia, Saeed Ghorbani, Ali Etemad
2021 J jnl
Long Short-Term Memory With Gate and State Level Fusion for Light Field-Based Face Recognition.
IEEE Trans. Inf. Forensics Secur.
Alireza Sepas-Moghaddam, Ali Etemad, Fernando Pereira, Paulo Lobato Correia
2021 A* conf
Multi-Perspective LSTM for Joint Visual Representation Learning.
CVPR
Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia, Ali Etemad
2021 J jnl
Multi-Perspective LSTM for Joint Visual Representation Learning.
CoRR
Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia, Ali Etemad
2021 J jnl
Multi-View Video-Based 3D Hand Pose Estimation.
CoRR
Leyla Khaleghi, Alireza Sepas-Moghaddam, Joshua A. Marshall, Ali Etemad
2021 J jnl
Oriented Bounding Boxes for Small and Freely Rotated Objects.
CoRR
Mohsen Zand, Ali Etemad, Michael A. Greenspan
2021 J jnl
Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach.
CoRR
Shashi Suman, Ali Etemad, François Rivest
2021 J jnl
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Temporal Synchronicity.
CoRR
Pritam Sarkar, Ali Etemad
2021 B conf
Self-supervised Contrastive Learning of Multi-view Facial Expressions.
ICMI
Shuvendu Roy, Ali Etemad
2021 J jnl
Self-supervised Contrastive Learning of Multi-view Facial Expressions.
CoRR
Shuvendu Roy, Ali Etemad
2021 Misc conf
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion.
ISWC
Setareh Rahimi Taghanaki, Michael J. Rainbow, Ali Etemad
2021 Misc conf
Siamese Capsule Network for End-to-End Speaker Recognition in the Wild.
ICASSP
Amirhossein Hajavi, Ali Etemad
2021 B conf
Spatiotemporal Contrastive Learning of Facial Expressions in Videos.
ACII
Shuvendu Roy, Ali Etemad
2021 J jnl
Spatiotemporal Contrastive Learning of Facial Expressions in Videos.
CoRR
Shuvendu Roy, Ali Etemad
2021 A* conf
Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition.
ICCV
Hardik Uppal, Alireza Sepas-Moghaddam, Michael A. Greenspan, Ali Etemad
2021 J jnl
Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition.
CoRR
Hardik Uppal, Alireza Sepas-Moghaddam, Michael A. Greenspan, Ali Etemad
2021 J jnl
Towards Personalization of User Preferences in Partially Observable Smart Home Environments.
CoRR
Shashi Suman, François Rivest, Ali Etemad
2021 J jnl
View-Invariant Gait Recognition With Attentive Recurrent Learning of Partial Representations.
IEEE Trans. Biom. Behav. Identity Sci.
Alireza Sepas-Moghaddam, Ali Etemad
2021 J jnl
Vote from the Center: 6 DoF Pose Estimation in RGB-D Images by Radial Keypoint Voting.
CoRR
Yangzheng Wu, Mohsen Zand, Ali Etemad, Michael A. Greenspan
2021 J jnl
Wearable-based Classification of Running Styles with Deep Learning.
CoRR
Setareh Rahimi Taghanaki, Michael J. Rainbow, Ali Etemad
2020 J jnl
Automated Channel Selection in High-Density sEMG for Improved Force Estimation.
Sensors
Gelareh Hajian, Ali Etemad, Evelyn Morin
2020 J jnl
CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG.
CoRR
Pritam Sarkar, Ali Etemad
2020 J jnl
Deep Multitask Learning for Pervasive BMI Estimation and Identity Recognition in Smart Beds.
CoRR
Vandad Davoodnia, Monet Slinowsky, Ali Etemad
2020 Misc conf
Detecting Multiple Speech Disfluencies Using a Deep Residual Network with Bidirectional Long Short-Term Memory.
ICASSP
Tedd Kourkounakis, Amirhossein Hajavi, Ali Etemad
2020 J jnl
End-to-End Prediction of Parcel Delivery Time with Deep Learning for Smart-City Applications.
CoRR
Arthur Cruz de Araujo, Ali Etemad
2020 J jnl
FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning.
CoRR
Tedd Kourkounakis, Amirhossein Hajavi, Ali Etemad
2020 B conf
Gait Recognition using Multi-Scale Partial Representation Transformation with Capsules.
ICPR
Alireza Sepas-Moghaddam, Saeed Ghorbani, Nikolaus F. Troje, Ali Etemad
2020 J jnl
Gait Recognition using Multi-Scale Partial Representation Transformation with Capsules.
CoRR
Alireza Sepas-Moghaddam, Saeed Ghorbani, Nikolaus F. Troje, Ali Etemad
2020 J jnl
Knowing What to Listen to: Early Attention for Deep Speech Representation Learning.
CoRR
Amirhossein Hajavi, Ali Etemad
2020 J jnl
Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model.
Comput. Graph. Forum
Saeed Ghorbani, Calden Wloka, Ali Etemad, Marcus A. Brubaker, Nikolaus F. Troje
2020 J jnl
Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model.
CoRR
Saeed Ghorbani, Calden Wloka, Ali Etemad, Marcus A. Brubaker, Nikolaus F. Troje
2020 Misc conf
Self-Supervised Learning for ECG-Based Emotion Recognition.
ICASSP
Pritam Sarkar, Ali Etemad
2020 J jnl
Self-supervised ECG Representation Learning for Emotion Recognition.
CoRR
Pritam Sarkar, Ali Etemad
2020 J jnl
Self-supervised Wearable-based Activity Recognition by Learning to Forecast Motion.
CoRR
Setareh Rahimi Taghanaki, Ali Etemad
2020 J jnl
Siamese Capsule Network for End-to-End Speaker Recognition In The Wild.
CoRR
Amirhossein Hajavi, Ali Etemad
2020 B conf
Two-Level Attention-based Fusion Learning for RGB-D Face Recognition.
ICPR
Hardik Uppal, Alireza Sepas-Moghaddam, Michael A. Greenspan, Ali Etemad
2020 J jnl
Unsupervised Multi-Modal Representation Learning for Affective Computing with Multi-Corpus Wearable Data.
CoRR
Kyle Ross, Paul Hungler, Ali Etemad
2019 A conf
A Deep Neural Network for Short-Segment Speaker Recognition.
INTERSPEECH
Amirhossein Hajavi, Ali Etemad
2019 J jnl
A Deep Neural Network for Short-Segment Speaker Recognition.
CoRR
Amirhossein Hajavi, Ali Etemad
2019 — conf
Activity Recognition with Wearable Accelerometers using Deep Convolutional Neural Network and the Effect of Sensor Placement.
IEEE SENSORS
Jeremy Kulchyk, Ali Etemad
2019 — conf
An Investigation of Dimensionality Reduction Techniques for EMG-based Force Estimation.
EMBC
Gelareh Hajian, Ali Etemad, Evelyn Morin
2019 C conf
Auto-labelling of Markers in Optical Motion Capture by Permutation Learning.
CGI
Saeed Ghorbani, Ali Etemad, Nikolaus F. Troje
2019 J jnl
Auto-labelling of Markers in Optical Motion Capture by Permutation Learning.
CoRR
Saeed Ghorbani, Ali Etemad, Nikolaus F. Troje
2019 B conf
Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning.
ACII
Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad
2019 J jnl
Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning.
CoRR
Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad
2019 C conf
Computer-Aided Diagnosis using Class-Weighted Deep Neural Network.
ICMLA
Pritam Sarkar, Vandad Davoodnia, Ali Etemad
2019 — conf
Deep Neural Networks for Predicting Vehicle Travel Times.
IEEE SENSORS
Arthur Cruz de Araujo, Ali Etemad
2019 J jnl
Detecting Multiple Speech Disfluencies using a Deep Residual Network with Bidirectional Long Short-Term Memory.
CoRR
Tedd Kourkounakis, Amirhossein Hajavi, Ali Etemad
2019 B conf
Identity and Posture Recognition in Smart Beds with Deep Multitask Learning.
SMC
Vandad Davoodnia, Ali Etemad
2019 J jnl
In-bed Pressure-based Pose Estimation using Image Space Representation Learning.
CoRR
Vandad Davoodnia, Saeed Ghorbani, Ali Etemad
2019 — conf
PCA-Based Channel Selection in High-Density EMG for Improving Force Estimation.
EMBC
Gelareh Hajian, Evelyn Morin, Ali Etemad
2019 J jnl
Self-supervised Learning for ECG-based Emotion Recognition.
CoRR
Pritam Sarkar, Ali Etemad
2019 J jnl
Toward Dynamically Adaptive Simulation: Multimodal Classification of User Expertise Using Wearable Devices.
Sensors
Kyle Ross, Pritam Sarkar, Dirk Rodenburg, Aaron J. Ruberto, Paul Hungler, Adam Szulewski, Daniel Howes, Ali Etemad