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Ju Sun

  1. DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
    2024/05/27 by Hengkang Wang, Wang, Hengkang, Xu Zhang +9 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  2. When Are Nonconvex Problems Not Scary?
    2015/10/21 by Ju Sun, Sun, Ju, Qing Qu +3 · 1 voice · 2 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #cs.IT #math.OC #stat.ML
  3. Subgradient Descent Learns Orthogonal Dictionaries
    2018/10/25 by Yu Bai, Bai, Yu, Qijia Jiang +3 · 6 citations
    Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  4. A Unified Analysis of AdaGrad with Weighted Aggregation and Momentum Acceleration
    2018/08/10 by Li Shen, Congliang Chen, Shen, Li +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  5. Robust Recovery of Subspace Structures by Low-Rank Representation
    2010/10/31 by Guangcan Liu, Zhouchen Lin, Shuicheng Yan +3 · 2 citations
    Computer Science · Mathematics · #cs.IT #cs.CV #cs.LG #math.IT
  6. Practical Phase Retrieval Using Double Deep Image Priors
    2022/11/02 by Zhong Zhuang, Zhuang, Zhong, David J. Yang +7 · 4 citations
    Physics and Astronomy · #Advanced X-ray Imaging Techniques #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) #electronic engineering #information engineering
  7. Self-Validation: Early Stopping for Single-Instance Deep Generative Priors
    2021/10/23 by Taihui Li, Li, Taihui, Zhong Zhuang +9 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Inverse Problems, Deep Learning, and Symmetry Breaking
    2020/03/20 by Kshitij Tayal, Chieh-Hsin Lai, Tayal, Kshitij +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optical measurement and interference techniques #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering
  9. Complete Dictionary Recovery over the Sphere
    2015/04/26 by Ju Sun, Sun, Ju, Qing Qu +3 · 2 citations
    Computer Science · Engineering · Mathematics · #58C05 #68P30 #68T05 #90C26 #90C48 #90C55 #94A08 #94A12 #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Microwave Imaging and Scattering Analysis #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #cs.CV #cs.IT #cs.LG #math.IT #math.OC #msc:58C05 #msc:68P30 #msc:68T05 #msc:90C26 #msc:90C48 #msc:90C55 #msc:94A08 #msc:94A12 #stat.ML
  10. NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning
    2022/10/03 by Buyun Liang, Timothy J. Mitchell, Liang, Buyun +3 · 2 citations
    Computer Science · Engineering · #Advanced Numerical Methods in Computational Mathematics #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods #Signal Processing (eess.SP) #electronic engineering #information engineering
  11. Selective Classification Under Distribution Shifts
    2024/05/08 by Hengyue Liang, Le Peng, Liang, Hengyue +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  12. Optimization and Optimizers for Adversarial Robustness
    2023/03/23 by Hengyue Liang, Liang, Hengyue, Buyun Liang +9 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
  13. A Baseline Method for Removing Invisible Image Watermarks using Deep Image Prior
    2025/02/19 by Hengyue Liang, Taihui Li, Liang, Hengyue +3 · 4 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Handwritten Text Recognition Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  14. What is Wrong with End-to-End Learning for Phase Retrieval?
    2024/03/18 by Wenjie Zhang, Yuxiang Wan, Zhang, Wenjie +5 · 3 citations
    Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Nuclear Physics and Applications #Signal Processing (eess.SP) #X-ray Diffraction in Crystallography #electronic engineering #information engineering