Michael K. Ng

1. 3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model
   2018/03/20 by Jin Zeng, Zeng, Jin, Gene Cheung +7 · 6 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
   2024/05/23 by Chuanyang Zheng, Yihang Gao, Zheng, Chuanyang +19 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Video Analysis and Summarization
3. An eigenvalue problem for even order tensors with its applications
   2015/08/06 by Lu-Bin Cui, Lu‐Bin Cui, Chuan Chen +2 · 2 citations
   Mathematics · Medicine · Engineering · #Tensor decomposition and applications #Advanced Neuroimaging Techniques and Applications #Elasticity and Material Modeling
4. Block Diagonalization of Quaternion Circulant Matrices with Applications
   2023/02/08 by Junjun Pan, Michael K. Ng, Pan, Junjun +1 · 3 citations
   Mathematics · #Tensor decomposition and applications
5. Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery
   2022/12/30 by Junren Chen, Michael K. Ng, Chen, Junren +3 · 3 citations
   Computer Science · Mathematics · Engineering · #Distributed Sensor Networks and Detection Algorithms #Statistical Methods and Inference #Sparse and Compressive Sensing Techniques
6. FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal
   2021/09/18 by Lina Zhuang, Michael K. Ng, Zhuang, Lina +1 · 2 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Remote-Sensing Image Classification #electronic engineering #information engineering
7. Separable Quaternion Matrix Factorization for Polarization Images
   2022/07/28 by Junjun Pan, Pan, Junjun, Michael K. Ng +1 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Chemistry · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Fractal and DNA sequence analysis #Molecular spectroscopy and chirality #Numerical Analysis (math.NA) #Optical Polarization and Ellipsometry
8. Tangent Space Based Alternating Projections for Nonnegative Low Rank Matrix Approximation
   2020/09/02 by Guang‐Jing Song, Song, Guangjing, Michael K. Ng +3 · 1 citation
   Computer Science · Engineering · #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
9. Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations
   2020/07/21 by Xiongjun Zhang, Zhang, Xiongjun, Michael K. Ng +1 · 1 citation
   Earth and Planetary Sciences · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Elasticity and Material Modeling #FOS: Computer and information sciences #FOS: Mathematics #Geophysics and Gravity Measurements #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Tensor decomposition and applications
10. Tensor train rank minimization with nonlocal self-similarity for tensor\n completion
    2020/04/29 by Meng Ding, Ting‐Zhu Huang, Ding, Meng +7 · 1 citation
    Computer Science · Engineering · #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Medical Image Segmentation Techniques
11. Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors
    2023/09/16 by Junren Chen, Chen, Junren, Michael K. Ng +3 · 2 citations
    Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
12. High Dimensional Statistical Estimation under Uniformly Dithered One-bit Quantization
    2022/02/26 by Junren Chen, Chenglong Wang, Chen, Junren +5 · 1 citation
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques
13. HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization
    2022/05/23 by Yihang Gao, Huafeng Liu, Gao, Yihang +5 · 1 citation
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Generative Adversarial Networks and Image Synthesis #Sparse and Compressive Sensing Techniques
14. A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate
    2023/08/30 by Junren Chen, Chen, Junren, Michael K. Ng +1 · 1 citation
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Target Tracking and Data Fusion in Sensor Networks
15. Multispectral Image Restoration by Generalized Opponent Transformation Total Variation
    2024/03/19 by Zhantao Ma, Michael K. Ng, Ma, Zhantao +1 · 1 citation
    Computer Science · Engineering · #35A15 #52A41 #65F22 #65K10 #68U10 #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA)
16. A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
    2023/09/25 by Junren Chen, Chen, Junren, Jonathan Scarlett +5 · 1 citation
    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
17. GeoThreat: Transferable Targeted Adversarial Attacks on Large Vision-Language Models for Remote Sensing Image Interpretation
    2026/07/23 by Yimin Fu, Yuefeng Bai, Baicheng Pan +2
    #cs.CV