Ngai-Man Cheung
- A Recipe for Watermarking Diffusion Models
2023/03/17 by Yunqing Zhao, Tianyu Pang, Zhao, Yunqing +11 · 1 voice · 22 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) #cs.CR #cs.CV #cs.LG
- Adaptive Quantization for Deep Neural Network
2017/12/04 by Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Zhou, Yiren +6 · 13 citations
Computer Science · Mathematics · #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 #cs.LG #stat.ML
- A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection
2021/03/31 by Keshigeyan Chandrasegaran, Chandrasegaran, Keshigeyan, Ngoc-Trung Tran +4 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CV #eess.IV
- On Data Augmentation for GAN Training
2020/06/30 by Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen +2 · 7 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #cs.CV #eess.IV
- Measuring Fairness in Generative Models
2021/07/16 by Christopher T. H Teo, Christopher T. H. Teo, Ngai‐Man Cheung +3 · 6 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) #cs.LG
- Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game
2019/11/16 by Ngoc-Trung Tran, Viet-Hung Tran, Tran, Ngoc-Trung +8 · 9 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) #cs.CV #cs.LG
- InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning
2020/07/09 by Kwot Sin Lee, Lee, Kwot Sin, Ngoc-Trung Tran +4 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #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) #cs.CV #cs.LG #stat.ML
- SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration without Correspondences
2019/04/06 by Huu Le, Thanh-Toan Do, Le, Huu +6 · 3 citations
Computer Science · 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 #cs.CV
- Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning
2021/10/27 by Milad Abdollahzadeh, Abdollahzadeh, Milad, Touba Malekzadeh +4 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Learning to Hash with Binary Deep Neural Network
2016/07/18 by Thanh-Toan Do, Do, Thanh-Toan, Anh-Dzung Doan +4 · 3 citations
Computer Science · Mathematics · #Advanced Image and Video Retrieval Techniques #Artificial intelligence #Artificial neural network #Benchmark (surveying) #Binary code #Binary number #Caching and Content Delivery #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Deep learning #FOS: Computer and information sciences #Feature hashing #Hash function #Hash table #Image (mathematics) #Independence (probability theory) #Machine learning #Mathematics #Pattern recognition (psychology) #Similarity (geometry) #Video Surveillance and Tracking Methods #cs.CV
- DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN
2018/08/23 by Swee Kiat Lim, Lim, Swee Kiat, Yi Loo +10 · 2 citations
Computer Science · Decision Sciences · Mathematics · #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 #cs.LG #stat.ML
- Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging
2016/09/26 by Rui Liu, Liu, Rui, Hossein Nejati +6 · 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 #cs.CV #cs.LG
- Deep neural networks on graph signals for brain imaging analysis
2017/05/13 by Yiluan Guo, Hossein Nejati, Guo, Yiluan +4 · 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 #cs.CV
- Aircraft Fuselage Defect Detection using Deep Neural Networks
2017/12/26 by Touba Malekzadeh, Milad Abdollahzadeh, Malekzadeh, Touba +6 · 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 #cs.CV
- Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing
2021/12/13 by Tuan-Hao Hoang, Tuan Hoang, Hoang, Tuan +8 · 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 #cs.CV
- 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 +4 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Sparse and Compressive Sensing Techniques #eess.IV #eess.SP
- Simultaneous Feature Aggregating and Hashing for Large-scale Image Search
2017/04/04 by Thanh-Toan Do, Dang-Khoa Le Tan, Do, Thanh-Toan +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Surveillance and Tracking Methods #cs.CV
- An Improved Self-supervised GAN via Adversarial Training
2019/05/14 by Ngoc-Trung Tran, Viet-Hung Tran, Tran, Ngoc-Trung +6 · 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) #cs.CV #cs.LG