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Alexander Wong

  1. COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images
    2020/03/22 by Linda Wang, Alexander Wong, Wang, Linda +1 · 10 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  2. COVID-Net: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images
    2020/11/11 by Linda Wang, Zhong Qiu Lin, Alexander Wong · 26 citations
    Medicine · #COVID-19 Clinical Research Studies #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging
  3. Fast YOLO: A Fast You Only Look Once System for Real-time Embedded\n Object Detection in Video
    2017/09/18 by Mohammad Javad Shafiee, Brendan Chywl, Shafiee, Mohammad Javad +5 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Visual Attention and Saliency Detection
  4. FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis
    2018/09/17 by Alexander Wong, Mohammad Javad Shafiee, Wong, Alexander +5 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning and Algorithms #Neural and Evolutionary Computing (cs.NE)
  5. COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images
    2020/09/08 by Hayden Gunraj, Gunraj, Hayden, Linda Wang +3 · 2 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  6. UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual\n Embeddings Using the Unified Medical Language System Metathesaurus
    2020/10/20 by George Michalopoulos, Yuanxin Wang, Michalopoulos, George +7 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  7. Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation
    2021/11/16 by William McNally, McNally, William, Kanav Vats +5 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Robot Manipulation and Learning #Video Surveillance and Tracking Methods
  8. COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics
    2022/06/08 by Maya Pavlova, Tia Tuinstra, Pavlova, Maya +9 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  9. A Fair Loss Function for Network Pruning
    2022/11/18 by Robbie Meyer, Meyer, Robbie, Alexander Wong +1 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computers and Society (cs.CY) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity
    2015/08/22 by Mohammad Javad Shafiee, Shafiee, Mohammad Javad, Parthipan Siva +3 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  11. Leveraging deep learning for automatic recognition of microplastics (MPs) via focal plane array (FPA) micro-FT-IR imaging
    2023/09/25 by Ziang Zhu, Wayne J. Parker, Wayne Parker +1 · 2 citations
    Environmental Science · Engineering · #Microplastics and Plastic Pollution #Recycling and Waste Management Techniques #Biosensors and Analytical Detection
  12. MicronNet: A Highly Compact Deep Convolutional Neural Network\n Architecture for Real-time Embedded Traffic Sign Classification
    2018/03/27 by Alexander Wong, Mohammad Javad Shafiee, Wong, Alexander +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Infrastructure Maintenance and Monitoring #Neural and Evolutionary Computing (cs.NE)
  13. Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms
    2019/10/16 by Zhong Qiu Lin, Lin, Zhong Qiu, Mohammad Javad Shafiee +9 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  14. COVIDx CXR-4: An Expanded Multi-Institutional Open-Source Benchmark Dataset for Chest X-ray Image-Based Computer-Aided COVID-19 Diagnostics
    2023/11/29 by Yifan Wu, Wu, Yifan, Hayden Gunraj +5 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  15. Unsupervised Feature Learning Toward a Real-time Vehicle Make and Model Recognition
    2018/06/08 by Amir Nazemi, Nazemi, Amir, Mohammad Javad Shafiee +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
  16. YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural\n Network for Object Detection
    2019/10/02 by Alexander Wong, Wong, Alexander, Mahmoud Famuori +9 · 1 citation
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Neural and Evolutionary Computing (cs.NE)
  17. Insights into Fairness through Trust: Multi-scale Trust Quantification\n for Financial Deep Learning
    2020/11/03 by Alexander Wong, Andrew Hryniowski, Wong, Alexander +3 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Blockchain Technology Applications and Security #Privacy-Preserving Technologies in Data
  18. Robust Analysis of Multi-Task Learning Efficiency: New Benchmarks on Light-Weighed Backbones and Effective Measurement of Multi-Task Learning Challenges by Feature Disentanglement
    2024/02/05 by Dayou Mao, Mao, Dayou, Yuhao Chen +7 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Image Processing Techniques and Applications #Neural Networks and Applications
  19. Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning
    2021/09/08 by Maziar Gomrokchi, Susan Amin, Gomrokchi, Maziar +7 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Electrostatic Discharge in Electronics
  20. COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images
    2021/05/14 by Maya Pavlova, Pavlova, Maya, Naomi Terhljan +17 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment
  21. LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution
    2021/07/11 by George Michalopoulos, Ian McKillop, Michalopoulos, George +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  22. COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep\n Convolutional Neural Network Design for Detection of COVID-19 Patient Cases\n from Point-of-care Ultrasound Imaging
    2021/08/05 by Alexander MacLean, Saad Abbasi, MacLean, Alexander +15 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Seismology and Earthquake Studies #Ultrasound in Clinical Applications #electronic engineering #information engineering
  23. M2A: Motion Aware Attention for Accurate Video Action Recognition
    2021/11/18 by Brennan Gebotys, Alexander Wong, Gebotys, Brennan +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  24. FenceNet: Fine-grained Footwork Recognition in Fencing
    2022/04/20 by Kevin Zhu, Alexander Wong, Zhu, Kevin +3 · 1 citation
    Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Lower Extremity Biomechanics and Pathologies
  25. Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound
    2023/04/05 by Blake VanBerlo, VanBerlo, Blake, Brian Li +7 · 1 citation
    Medicine · Engineering · #Ultrasound in Clinical Applications #Flow Measurement and Analysis #Radiomics and Machine Learning in Medical Imaging
  26. DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection
    2023/06/02 by Hossein Aboutalebi, Daniel Mao, Aboutalebi, Hossein +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  27. TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases from Chest X-ray Images
    2021/04/06 by Alexander Wong, Wong, Alexander, James Ren Hou Lee +7 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Tuberculosis Research and Epidemiology #electronic engineering #information engineering
  28. Synthetic Correlated Diffusion Imaging Hyperintensity Delineates Clinically Significant Prostate Cancer
    2021/08/10 by Alexander Wong, Hayden Gunraj, Wong, Alexander +5 · 1 citation
    Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #MRI in cancer diagnosis #Medical Physics (physics.med-ph) #Prostate Cancer Diagnosis and Treatment
  29. MetaFood3D: 3D Food Dataset with Nutrition Values
    2024/09/03 by Yuhao Chen, Jiangpeng He, Chen, Yuhao +24 · 1 citation
    Agricultural and Biological Sciences · Medicine · Computer Science · #Smart Agriculture and AI #Nutritional Studies and Diet #Image Processing and 3D Reconstruction
  30. Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks
    2017/04/07 by Mohammad Javad Shafiee, Shafiee, Mohammad Javad, Elnaz Barshan +3 · 2 citations
    Computer Science · #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning #Evolutionary Algorithms and Applications
  31. GraphPad: Inference-Time 3D Scene Graph Updates for Embodied Question Answering
    2025/06/01 by Muhammad Qasim Ali, Saeejith Nair, Ali, Muhammad Qasim +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  32. ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting
    2025/06/05 by Daniel Wang, Patrick Rim, Wang, Daniel +9 · 3 citations
    Engineering · Computer Science · Physics and Astronomy · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Model Reduction and Neural Networks
  33. Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding
    2016/09/06 by Mohammad Javad Shafiee, Shafiee, Mohammad Javad, Alexander Wong +1 · 1 citation
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Machine Learning and ELM #Neural Networks and Applications
  34. Vulnerability Under Adversarial Machine Learning: Bias or Variance?
    2020/08/01 by Hossein Aboutalebi, Aboutalebi, Hossein, Mohammad Javad Shafiee +7 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Integrated Circuits and Semiconductor Failure Analysis #Anomaly Detection Techniques and Applications
  35. JADE: Joint Autoencoders for Dis-Entanglement
    2017/11/24 by Ershad Banijamali, Banijamali, Ershad, Amir-Hossein Karimi +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)