Search Results - Aboutalebi, Hossein

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  1. 1
    COVID-Net Biochem: an explainability-driven framework to building machine learning models for predicting survival and kidney injury of COVID-19 patients from clinical and biochemistry data

    COVID-Net Biochem: an explainability-driven framework to building machine learning models for predicting survival and kidney injury of COVID-19 patients from clinical and biochemis... by Aboutalebi, Hossein, Pavlova, Maya, Shafiee, Mohammad Javad, Florea, Adrian, Hryniowski, Andrew, Wong, Alexander

    Published in Scientific reports
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  2. 2
    COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images

    COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images by Aboutalebi, Hossein, Pavlova, Maya, Shafiee, Mohammad Javad, Sabri, Ali, Alaref, Amer, Wong, Alexander

    Published in Diagnostics (Basel)
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  3. 3
    Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning

    Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning by Gomrokchi, Maziar, Amin, Susan, Aboutalebi, Hossein, Wong, Alexander, Precup, Doina

    Published in IEEE access
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  4. 4
    Knowing is Half the Battle: Enhancing Clean Data Accuracy of Adversarial Robust Deep Neural Networks via Dual-Model Bounded Divergence Gating

    Knowing is Half the Battle: Enhancing Clean Data Accuracy of Adversarial Robust Deep Neural Networks via Dual-Model Bounded Divergence Gating by Aboutalebi, Hossein, Shafiee, Mohammad Javad, Tai, Chi-En Amy, Wong, Alexander

    Published in IEEE access
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  5. 5
    COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest X-ray Images

    COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest X-ray Images by Pavlova, Maya, Terhljan, Naomi, Chung, Audrey G., Zhao, Andy, Surana, Siddharth, Aboutalebi, Hossein, Gunraj, Hayden, Sabri, Ali, Alaref, Amer, Wong, Alexander

    Published in Frontiers in medicine
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  6. 6
    MEDUSA: Multi-Scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis

    MEDUSA: Multi-Scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis by Aboutalebi, Hossein, Pavlova, Maya, Gunraj, Hayden, Shafiee, Mohammad Javad, Sabri, Ali, Alaref, Amer, Wong, Alexander

    Published in Frontiers in medicine
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  7. 7
    New approach for assessing the weldability of precipitation-strengthened nickel-base superalloys

    New approach for assessing the weldability of precipitation-strengthened nickel-base superalloys by Moosavy, Homam Naffakh, Aboutalebi, Mohammad-Reza, Seyedein, Seyed Hossein, Khodabakhshi, Meisam, Mapelli, Carlo

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  8. 8
    Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning

    Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning by Gomrokchi, Maziar, Amin, Susan, Aboutalebi, Hossein, Wong, Alexander, Precup, Doina

    Published in arXiv.org
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  9. 9
    DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection

    DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection by Aboutalebi, Hossein, Mao, Dayou, Fan, Rongqi, Xu, Carol, He, Chris, Wong, Alexander

    Published in arXiv.org
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  10. 10
    COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow

    COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow by Chuna, Audrey G., Pavlova, Maya, Gunraj, Hayden, Terhljan, Naomi, MacLean, Alexander, Aboutalebi, Hossein, Surana, Siddharth, Zhao, Andy, Abbasi, Saad, Wong, Alexander

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  11. 11
    Self-Gradient Networks

    Self-Gradient Networks by Aboutalebi, Hossein, Mohammad Javad Shafiee Alexander Wong

    Published in arXiv.org
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  12. 12
    MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets

    MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets by Aboutalebi, Hossein, Song, Hwanjun, Xie, Yusheng, Gupta, Arshit, Sun, Justin, Su, Hang, Shalyminov, Igor, Pappas, Nikolaos, Singh, Siffi, Saab Mansour

    Published in arXiv.org
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  13. 13
    COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data

    COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemis... by Aboutalebi, Hossein, Pavlova, Maya, Shafiee, Mohammad Javad, Florea, Adrian, Hryniowski, Andrew, Wong, Alexander

    Published in arXiv.org
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  14. 14
    Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards

    Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards by Amin, Susan, Gomrokchi, Maziar, Aboutalebi, Hossein, Satija, Harsh, Precup, Doina

    Published in arXiv.org
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  15. 15
    COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images

    COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images by Aboutalebi, Hossein, Abbasi, Saad, Shafiee, Mohammad Javad, Wong, Alexander

    Published in arXiv.org
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  16. 16
    Learning Modular Safe Policies in the Bandit Setting with Application to Adaptive Clinical Trials

    Learning Modular Safe Policies in the Bandit Setting with Application to Adaptive Clinical Trials by Aboutalebi, Hossein, Precup, Doina, Schuster, Tibor

    Published in arXiv.org
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  17. 17
    COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics

    COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics by Pavlova, Maya, Tuinstra, Tia, Aboutalebi, Hossein, Zhao, Andy, Hayden Gunraj, Wong, Alexander

    Published in arXiv.org
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  18. 18
    Learning Predictive State Representations From Non-Uniform Sampling

    Learning Predictive State Representations From Non-Uniform Sampling by Grinberg, Yuri, Aboutalebi, Hossein, Lyman-Abramovitch, Melanie, Balle, Borja, Precup, Doina

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  19. 19
    MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis

    MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis by Aboutalebi, Hossein, Pavlova, Maya, Hayden Gunraj, Shafiee, Mohammad Javad, Sabri, Ali, Alaref, Amer, Wong, Alexander

    Published in arXiv.org
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  20. 20
    Residual Error: a New Performance Measure for Adversarial Robustness

    Residual Error: a New Performance Measure for Adversarial Robustness by Aboutalebi, Hossein, Shafiee, Mohammad Javad, Karg, Michelle, Scharfenberger, Christian, Wong, Alexander

    Published in arXiv.org
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