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Ngai‐Man Cheung

  1. On Evaluating Adversarial Robustness of Large Vision-Language Models
    2023/05/26 by Yunqing Zhao, Zhao, Yunqing, Tianyu Pang +11 · 68 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  2. A Recipe for Watermarking Diffusion Models
    2023/03/17 by Yunqing Zhao, Tianyu Pang, Zhao, Yunqing +9 · 16 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  3. Adaptive Quantization for Deep Neural Network
    2017/12/04 by Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Zhou, Yiren +5 · 9 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  4. A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images\n Detection
    2021/03/31 by Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Chandrasegaran, Keshigeyan +3 · 7 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Cell Image Analysis Techniques
  5. Measuring Fairness in Generative Models
    2021/07/16 by Christopher T. H. Teo, Ngai‐Man Cheung, Teo, Christopher T. H +1 · 4 citations
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  6. Self-supervised GAN: Analysis and Improvement with Multi-class Minimax\n Game
    2019/11/16 by Ngoc-Trung Tran, Viet-Hung Tran, Tran, Ngoc-Trung +7 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  7. Frequency Masking for Universal Deepfake Detection
    2024/01/12 by Chandler Timm C. Doloriel, Ngai‐Man Cheung, Doloriel, Chandler Timm +1 · 6 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Image Enhancement Techniques
  8. Re-thinking Model Inversion Attacks Against Deep Neural Networks
    2023/04/04 by Ngoc-Bao Nguyen, Nguyen, Ngoc-Bao, Keshigeyan Chandrasegaran +5 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. InfoMax-GAN: Improved Adversarial Image Generation via Information\n Maximization and Contrastive Learning
    2020/07/09 by Kwot Sin Lee, Ngoc-Trung Tran, Lee, Kwot Sin +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning
    2021/10/27 by Milad Abdollahzadeh, Abdollahzadeh, Milad, Touba Malekzadeh +3 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  11. A Closer Look at Few-shot Image Generation
    2022/05/08 by Yunqing Zhao, Zhao, Yunqing, Henghui Ding +5 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  12. Fair Generative Models via Transfer Learning
    2022/12/02 by Christopher TH Teo, Teo, Christopher TH, Milad Abdollahzadeh +3 · 4 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  13. A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot
    2023/07/26 by Milad Abdollahzadeh, Guimeng Liu, Abdollahzadeh, Milad +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare
  14. Few-shot Image Generation via Adaptation-Aware Kernel Modulation
    2022/10/29 by Yunqing Zhao, Keshigeyan Chandrasegaran, Zhao, Yunqing +5 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  15. DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection\n with GAN
    2018/08/23 by Swee Kiat Lim, Yi Loo, Lim, Swee Kiat +9 · 2 citations
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multidisciplinary Science and Engineering Research
  16. Discovering Transferable Forensic Features for CNN-generated Images Detection
    2022/08/24 by Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Chandrasegaran, Keshigeyan +5 · 3 citations
    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)
  17. SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration without Correspondences
    2019/04/06 by Huu Le, Le, Huu, Thanh-Toan Do +5 · 2 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization
  18. Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging
    2016/09/26 by Rui Liu, Hossein Nejati, Liu, Rui +5 · 2 citations
    Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  19. Deep neural networks on graph signals for brain imaging analysis
    2017/05/13 by Yiluan Guo, Hossein Nejati, Guo, Yiluan +3 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies
  20. Aircraft Fuselage Defect Detection using Deep Neural Networks
    2017/12/26 by Touba Malekzadeh, Malekzadeh, Touba, Milad Abdollahzadeh +5 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection #Infrastructure Maintenance and Monitoring
  21. Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing
    2021/12/13 by Tuan-Hao Hoang, Hoang, Tuan, Thanh-Toan Do +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
  22. FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
    2024/10/24 by Christopher T. H. Teo, Milad Abdollahzadeh, Teo, Christopher T. H +5 · 3 citations
    Social Sciences · #Artificial Intelligence in Law #Law in Society and Culture #Ethics and Social Impacts of AI
  23. AdAM: Few-Shot Image Generation via Adaptation-Aware Kernel Modulation
    2023/07/04 by Yunqing Zhao, Keshigeyan Chandrasegaran, Zhao, Yunqing +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Enhancement Techniques
  24. On Measuring Fairness in Generative Models
    2023/10/30 by Christopher T. H. Teo, Teo, Christopher T. H., Milad Abdollahzadeh +3 · 1 citation
    Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Joint Estimation of Low-Rank Components and Connectivity Graph in High-Dimensional Graph Signals: Application to Brain Imaging
    2018/01/08 by Rui Liu, Liu, Rui, Hossein Nejati +3 · 1 citation
    Neuroscience · Computer Science · Engineering · #Functional Brain Connectivity Studies #Advanced Graph Neural Networks #Sparse and Compressive Sensing Techniques
  26. An Improved Self-supervised GAN via Adversarial Training
    2019/05/14 by Ngoc-Trung Tran, Tran, Ngoc-Trung, Viet-Hung Tran +5 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)