Table of contents

1. Causal Discovery from Sparse Time-Series Data Using Echo State Network

   Haonan Chen, Bo Yuan Chang, Mohamed Naiel, John Zelek

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2. Continuous Optimization with Piecewise-Decaying Learning Rate Scheduling for Medical Image Registration

   Teodora Vujovic

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3. Beluga whale detection from sliced aerial remote sensing images using object detection pipelines

   Muhammed Patel, Xinwei Chen, Neil Brubacher, Linlin Xu, David A Clausi

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4. Investigating Use of Keypoints for Object Pose Recognition

   E. Zhixuan Zeng, Yuhao Chen, Alexander Wong

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5. Evaluating The Affine Grassmanian for First-Pass Histogram Place Recognition

   Matthew Bradley, John Zelek

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6. Sea Ice Mapping from Compact Polarimetric SAR Imagery Using Contextual Information and Learned Features

   Saeid Taleghanidoozdoozan, Linlin Xu, David A Clausi

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7. Automated search for optimal convolutional neural network factorization

   Frank Mokadem, Alexander Wong

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8. PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge

   Brian Li, Steven Palayew, Francis Li, Saad Abbasi, Saeejith Nair, Alexander Wong

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9. Vision Systems For Identifying Interlocutor Behaviour And Augmenting Human-Robot Interaction

   Pranav Barot, Ewen MacDonald, Katja Mombaur

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10. A Trustworthy Framework for Medical Image Analysis with Deep Learning

    Kai Ma, Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong

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11. Investigation of Unsupervised Auto-segmentation for Weak Phytoplankton Annotations

    Jason L Deglint

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12. Improved Hockey Rink Localization via Augmentation and Temporal Frame Analysis

    Jia Cheng Shang, Mehrnaz Fani, David A Clausi, Mohammad Javad Shafiee

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13. NRC-GAMMA: A Large Novel Open-Access Gas Meter Image Dataset

    Ashkan Ebadi, Patrick Paul, Sofia Auer, Stéphane Tremblay

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14. COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for Early COVID-19 Recommendation

    Pengyuan Shi, Yuetong Wang, Saad Abbasi, Alexander Wong

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15. Machine Learning Challenges of Biological Factors in Insect Image Data

    Nicholas Pellegrino, Zahra Gharaee, Paul Fieguth

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16. From Intention to Action: The Fair AI Toolbox

    Robbie Meyer, Alexander Wong

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17. Bayesian Subpixel Mapping Neural Network for Hyperspectral images

    Yuan Fang, Linlin Xu, Yuxian Wang, David A Clausi

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18. Foodverse: A Dataset of 3D Food Models for Nutritional Intake Estimation

    Chi-en Amy Tai, Yuhao Chen, Matthew E Keller, Mattie Kerrigan, Saeejith Nair, Xi Pengcheng, Alexander Wong

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19. A Novel Computational Thermal-Visual Imaging System for Automatic Cornea Temperature Measurement and Tracking

    Ehsan Zare Bidaki, Alexander Wong, Paul Murphy

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20. Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification

    Daniel Zhang, Vikram Voleti, Jason L Deglint, Alexander Wong

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21. A Machine Learning Approach to Spatiotemporal Emission Modelling

    Kelly L Zheng, Roydon Fraser, Jesse Thé

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22. COVID-Net UV: An End-to-End Spatio-Temporal Deep Neural Network Architecture for Automated Diagnosis of COVID-19 Infection from Ultrasound Videos

    Hilda Azimi, Ashkan Ebadi, Jessy Song, Xi Pengcheng, Stéphane Tremblay, Alexander Wong

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23. Compassionate AI in Clinical Care: Feasibility Assessment of a Rules-Based Algorithm to Support a Nurse-Led Model of Care for Prostate Cancer Survivorship

    Elizabeth L Janes, Kaylen Pfisterer, Quynh Pham

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24. In-Home Activity Monitoring Using Radars

    Hajar Abedi, Ahmad Ansariyan, Plinio Morita, Alexander Wong, Jennifer Boger, George Shaker

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