Ali Etemad

ORCID

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 182

Top Venues

CoRR

ICASSP

IEEE Trans. Artif. Intell.

AAAI

Publications

Shuvendu Roy, Ali Etemad
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data. AAAI (2024)
Vandad Davoodnia, Saeed Ghorbani, Marc-André Carbonneau, Alexandre Messier, Ali Etemad
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues. CoRR (2024)
Zunayed Mahmud, Paul Hungler, Ali Etemad
Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning. IEEE Trans. Artif. Intell. 5 (8) (2024)
Debaditya Shome, Pritam Sarkar, Ali Etemad
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation. AAAI (2024)
Dimitris Spathis, Aaqib Saeed, Ali Etemad, Sana Tonekaboni, Stefanos Laskaridis, Shohreh Deldari, Chi Ian Tang, Patrick Schwab, Shyam Tailor
A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024. CoRR (2024)
Debaditya Shome, Ali Etemad
Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations. ICASSP (2024)
Pritam Sarkar, Sayna Ebrahimi, Ali Etemad, Ahmad Beirami, Sercan Ö. Arik, Tomas Pfister
Mitigating Object Hallucination via Data Augmented Contrastive Tuning. CoRR (2024)
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
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data. CoRR (2024)
Divij Gupta, Ali Etemad
Remote Heart Rate Monitoring in Smart Environments From Videos With Self-Supervised Pretraining. IEEE Internet Things J. 11 (6) (2024)
Shuvendu Roy, Ali Etemad
Contrastive Learning of View-invariant Representations for Facial Expressions Recognition. ACM Trans. Multim. Comput. Commun. Appl. 20 (4) (2024)
Shivam Grover, Amin Jalali, Ali Etemad
Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations. CoRR (2024)
Sahar Soltanieh, Javad Hashemi, Ali Etemad
In-Distribution and Out-of-Distribution Self-Supervised ECG Representation Learning for Arrhythmia Detection. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Vandad Davoodnia, Saeed Ghorbani, Alexandre Messier, Ali Etemad
SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal Transformers. CoRR (2024)
Amirhossein Hajavi, Ali Etemad
Audio Representation Learning by Distilling Video as Privileged Information. IEEE Trans. Artif. Intell. 5 (1) (2024)
Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad
A Bag of Tricks for Few-Shot Class-Incremental Learning. CoRR (2024)
Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad
Few-shot Tuning of Foundation Models for Class-incremental Learning. CoRR (2024)
Farhad Pourpanah, Chee Peng Lim, Ali Etemad, Q. M. Jonathan Wu
An Ensemble Semi-Supervised Adaptive Resonance Theory Model With Explanation Capability for Pattern Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Pritam Sarkar, Ali Etemad
XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning. AAAI (2024)
Farhad Pourpanah, Mahdiyar Molahasani, Milad Soltany, Michael A. Greenspan, Ali Etemad
Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients. CoRR (2024)
Shuvendu Roy, Ali Etemad
Consistency-guided Prompt Learning for Vision-Language Models. ICLR (2024)
Guangyi Zhang, Ali Etemad
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Aaqib Saeed, Dimitris Spathis, Jungwoo Oh, Edward Choi, Ali Etemad
Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement. CoRR (2024)
Shuvendu Roy, Yasaman Parhizkar, Franklin Ogidi, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Elham Dolatabadi, Arash Afkanpour
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning. CoRR (2024)
Debaditya Shome, Pritam Sarkar, Ali Etemad
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation. CoRR (2023)
Debaditya Shome, Ali Etemad
Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations. CoRR (2023)
Shuvendu Roy, Ali Etemad
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data. CoRR (2023)
Mahdiyar Molahasani, Ali Etemad, Michael A. Greenspan
Continual Learning for Out-of-Distribution Pedestrian Detection. CoRR (2023)
Pritam Sarkar, Ali Etemad
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity. AAAI (2023)
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines. CoRR (2023)
Mahdiyar Molahasani, Michael A. Greenspan, Ali Etemad
Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework. CoRR (2023)
Kyle Ross, Paul Hungler, Ali Etemad
Unsupervised multi-modal representation learning for affective computing with multi-corpus wearable data. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Sahar Soltanieh, Javad Hashemi, Ali Etemad
In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection. CoRR (2023)
Divij Gupta, Ali Etemad
Privacy-Preserving Remote Heart Rate Estimation from Facial Videos. SMC (2023)
Mohsen Zand, Ali Etemad, Michael A. Greenspan
Flow-Based Spatio-Temporal Structured Prediction of Motion Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Vandad Davoodnia, Ali Etemad
Human Pose Estimation from Ambiguous Pressure Recordings with Spatio-Temporal Masked Transformers. ICASSP (2023)
Mohsen Zand, Ali Etemad, Michael A. Greenspan
Diffusion Models with Deterministic Normalizing Flow Priors. CoRR (2023)
Shashi Suman, François Rivest, Ali Etemad
Toward Personalization of User Preferences in Partially Observable Smart Home Environments. IEEE Trans. Artif. Intell. 4 (3) (2023)
Vandad Davoodnia, Monet Slinowsky, Ali Etemad
Deep multitask learning for pervasive BMI estimation and identity recognition in smart beds. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Divij Gupta, Ali Etemad
Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training. CoRR (2023)
Divij Gupta, Ali Etemad
Privacy-Preserving Remote Heart Rate Estimation from Facial Videos. CoRR (2023)
Shuvendu Roy, Ali Etemad
Temporal Contrastive Learning with Curriculum. ICASSP (2023)
Mahdiyar Molahasani, Ali Etemad, Michael A. Greenspan
Continual Learning for Out-of-Distribution Pedestrian Detection. ICIP (2023)
Haleh Damirchi, Michael A. Greenspan, Ali Etemad
Context-Aware Pedestrian Trajectory Prediction with Multimodal Transformer. ICIP (2023)
Pritam Sarkar, Ahmad Beirami, Ali Etemad
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts. NeurIPS (2023)
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning. ICMI (2023)
Shuvendu Roy, Ali Etemad
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition. CoRR (2023)
Amirhossein Hajavi, Ali Etemad
Audio Representation Learning by Distilling Video as Privileged Information. CoRR (2023)
Vandad Davoodnia, Ali Etemad
Human Pose Estimation from Ambiguous Pressure Recordings with Spatio-temporal Masked Transformers. CoRR (2023)
Pouya M. Khorsandi, Lee Jones, Vandad Davoodnia, Timothy J. Lampen, Aliya Conrad, Ali Etemad, Sara Nabil
FabriCar: Enriching the User Experience of In-Car Media Interactions with Ubiquitous Vehicle Interiors using E-textile Sensors. Conference on Designing Interactive Systems (2023)
Farhad Pourpanah, Ali Etemad
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey. CoRR (2023)
Shuvendu Roy, Ali Etemad
Consistency-guided Prompt Learning for Vision-Language Models. CoRR (2023)
Alireza Sepas-Moghaddam, Ali Etemad
Deep Gait Recognition: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Guangyi Zhang, Ali Etemad
Partial Label Learning for Emotion Recognition from EEG. CoRR (2023)
Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
FaceTopoNet: Facial Expression Recognition Using Face Topology Learning. IEEE Trans. Artif. Intell. 4 (6) (2023)
Amirhossein Hajavi, Ali Etemad
A Study on Bias and Fairness in Deep Speaker Recognition. ICASSP (2023)
Sayantan Das, Mojtaba Kolahdouzi, Levent Ozparlak, Will Hickie, Ali Etemad
Unmasking Deepfakes: Masked Autoencoding Spatiotemporal Transformers for Enhanced Video Forgery Detection. CoRR (2023)
Sayantan Das, Mojtaba Kolahdouzi, Levent Özparlak, Will Hickie, Ali Etemad
Unmasking Deepfakes: Masked Autoencoding Spatiotemporal Transformers for Enhanced Video Forgery Detection. IJCB (2023)
Haleh Damirchi, Michael A. Greenspan, Ali Etemad
Context-aware Pedestrian Trajectory Prediction with Multimodal Transformer. CoRR (2023)
Amirhossein Hajavi, Ali Etemad
A Study on Bias and Fairness In Deep Speaker Recognition. CoRR (2023)
Pritam Sarkar, Ahmad Beirami, Ali Etemad
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts. CoRR (2023)
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning. CoRR (2023)
Mojtaba Kolahdouzi, Ali Etemad
Toward Fair Facial Expression Recognition with Improved Distribution Alignment. CoRR (2023)
Guangyi Zhang, Ali Etemad
Distilling EEG representations via capsules for affective computing. Pattern Recognit. Lett. 171 (2023)
Shuvendu Roy, Ali Etemad
Active Learning with Contrastive Pre-training for Facial Expression Recognition. CoRR (2023)
Shuvendu Roy, Ali Etemad
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition: Learning from In-Distribution, Out-of-Distribution, and Unconstrained Data. CoRR (2023)
Shuvendu Roy, Ali Etemad
Active Learning with Contrastive Pre-training for Facial Expression Recognition. ACII (2023)
Farhad Pourpanah, Chee Peng Lim, Ali Etemad, Q. M. Jonathan Wu
An Ensemble Semi-Supervised Adaptive Resonance Theory Model with Explanation Capability for Pattern Classification. CoRR (2023)
Amirhossein Hajavi, Ali Etemad
Fine-Grained Early Frequency Attention for Deep Speaker Representation Learning. IEEE Trans. Artif. Intell. 4 (6) (2023)
Renan A. Rojas-Gomez, Karan Singhal, Ali Etemad, Alex Bijamov, Warren R. Morningstar, Philip Andrew Mansfield
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer. CoRR (2023)
Pritam Sarkar, Aaron Posen, Ali Etemad
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work. AAAI (2023)
Mohsen Zand, Ali Etemad, Michael A. Greenspan
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction. CoRR (2023)
Mojtaba Kolahdouzi, Ali Etemad
Toward Fair Facial Expression Recognition with Improved Distribution Alignment. ICMI (2023)
Leyla Khaleghi, Alireza Sepas-Moghaddam, Joshua A. Marshall, Ali Etemad
Multiview Video-Based 3-D Hand Pose Estimation. IEEE Trans. Artif. Intell. 4 (4) (2023)
Setareh Rahimi Taghanaki, Michael J. Rainbow, Ali Etemad
Self-Supervised Human Activity Recognition With Localized Time-Frequency Contrastive Representation Learning. IEEE Trans. Hum. Mach. Syst. 53 (6) (2023)
Amirhossein Hajavi, Ali Etemad
Fine-grained Early Frequency Attention for Deep Speaker Recognition. CoRR (2022)
Leyla Khaleghi, Joshua A. Marshall, Ali Etemad
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation. ICPR (2022)
Shuvendu Roy, Ali Etemad
Analysis of Semi-Supervised Methods for Facial Expression Recognition. ACII (2022)
Mohsen Zand, Ali Etemad, Michael A. Greenspan
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection. ECCV (10) (2022)
Vandad Davoodnia, Saeed Ghorbani, Ali Etemad
Estimating pose from pressure data for smart beds with deep image-based pose estimators. Appl. Intell. 52 (2) (2022)
Vandad Davoodnia, Saeed Ghorbani, Ali Etemad
Estimating Pose from Pressure Data for Smart Beds with Deep Image-based Pose Estimators. CoRR (2022)
Sahar Soltanieh, Ali Etemad, Javad Hashemi
Analysis of Augmentations for Contrastive ECG Representation Learning. IJCNN (2022)
Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition. CoRR (2022)
Shuvendu Roy, Ali Etemad
Impact of Labelled Set Selection and Supervision Policies on Semi-supervised Learning. CoRR (2022)
Guangyi Zhang, Ali Etemad
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition. CoRR (2022)
Yangzheng Wu, Mohsen Zand, Ali Etemad, Michael A. Greenspan
Vote from the Center: 6 DoF Pose Estimation in RGB-D Images by Radial Keypoint Voting. ECCV (10) (2022)
Pritam Sarkar, Ali Etemad
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning. CoRR (2022)
Pritam Sarkar, Aaron Posen, Ali Etemad
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work. CoRR (2022)
Setareh Rahimi Taghanaki, Michael J. Rainbow, Ali Etemad
Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning. CoRR (2022)
Mohsen Zand, Haleh Damirchi, Andrew Farley, Mahdiyar Molahasani, Michael A. Greenspan, Ali Etemad
Multiscale Crowd Counting and Localization By Multitask Point Supervision. CoRR (2022)
Guangyi Zhang, Ali Etemad
Holistic Semi-Supervised Approaches for EEG Representation Learning. ICASSP (2022)
Shashi Suman, Ali Etemad, François Rivest
Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach. IEEE Trans. Artif. Intell. 3 (4) (2022)
Shuvendu Roy, Ali Etemad
Analysis of Semi-Supervised Methods for Facial Expression Recognition. CoRR (2022)
Guangyi Zhang, Vandad Davoodnia, Ali Etemad
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition. IEEE Trans. Affect. Comput. 13 (4) (2022)
Mohsen Zand, Ali Etemad, Michael A. Greenspan
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection. CoRR (2022)
Pritam Sarkar, Ali Etemad
Self-Supervised ECG Representation Learning for Emotion Recognition. IEEE Trans. Affect. Comput. 13 (3) (2022)
Sahar Soltanieh, Ali Etemad, Javad Hashemi
Analysis of Augmentations for Contrastive ECG Representation Learning. CoRR (2022)
Shuvendu Roy, Ali Etemad
Temporal Contrastive Learning with Curriculum. CoRR (2022)
Gelareh Hajian, Behnam Behinaein, Ali Etemad, Evelyn Morin
Bagged tree ensemble modelling with feature selection for isometric EMG-based force estimation. Biomed. Signal Process. Control. 78 (2022)
Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
FaceTopoNet: Facial Expression Recognition using Face Topology Learning. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ali Etemad