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



Zunayed Mahmud , Paul Hungler , Ali Etemad

* 14 pages, 10 figures, 12 tables. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice 

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Estimating Pose from Pressure Data for Smart Beds with Deep Image-based Pose Estimators



Vandad Davoodnia , Saeed Ghorbani , Ali Etemad

* Applied Intelligence (2021): 1-15 
* The version of record of this article, first published in Applied Intelligence, is available online at Publisher's website https://doi.org/10.1007/s10489-021-02418-y. arXiv admin note: substantial text overlap with arXiv:1908.08919 

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



Anubhav Bhatti , Behnam Behinaein , Paul Hungler , Ali Etemad

* 13 pages, 8 figures 

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Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation



Leyla Khaleghi , Joshua Marshall , Ali Etemad


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



Pritam Sarkar , Aaron Posen , Ali Etemad


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Multiscale Crowd Counting and Localization By Multitask Point Supervision



Mohsen Zand , Haleh Damirchi , Andrew Farley , Mahdiyar Molahasani , Michael Greenspan , Ali Etemad

* 4 pages + references, 3 figures, 2 tables, Accepted by ICASSP 2022 Conference 

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



Guangyi Zhang , Ali Etemad


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Towards Personalization of User Preferences in Partially Observable Smart Home Environments



Shashi Suman , Francois Rivest , Ali Etemad

* The previous submission was the unedited version of the paper, which was uploaded by mistake 

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



Zunayed Mahmud , Paul Hungler , Ali Etemad

* 5 pages, 1 figure, 3 tables, Accepted in AAAI-22 Workshop on Human-Centric Self-Supervised Learning 

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Face Trees for Expression Recognition



Mojtaba Kolahdouzi , Alireza Sepas-Moghaddam , Ali Etemad


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