Aeron, Shuchin

1. Exact tensor completion using t-SVD
   2015/02/16 by Zemin Zhang, Zhang, Zemin, Shuchin Aeron +1 · 14 citations
   Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
2. Novel methods for multilinear data completion and de-noising based on tensor-SVD
   2014/07/07 by Zhang, Zemin, Ely, Gregory, Aeron, Shuchin +2 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Efficient Low Rank Tensor Ring Completion
   2017/07/23 by Wenqi Wang, Vaneet Aggarwal, Wang, Wenqi +3 · 6 citations
   Engineering · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
4. Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model
   2016/09/19 by Wenqi Wang, Wang, Wenqi, Vaneet Aggarwal +3 · 5 citations
   Engineering · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
5. A Randomized Tensor Singular Value Decomposition based on the t-product
   2016/09/22 by Zhang, Jiani, Saibaba, Arvind K., Kilmer, Misha +1 · 2 citations
   #FOS: Mathematics #Numerical Analysis (math.NA)
6. Systematic comparison of semi-supervised and self-supervised learning for medical image classification
   2023/07/18 by Zhe Huang, Huang, Zhe, Ruijie Jiang +5 · 3 citations
   Neuroscience · #Brain Tumor Detection and Classification
7. Supervised Contrastive Learning with Hard Negative Samples
   2022/08/31 by Ruijie Jiang, Jiang, Ruijie, Thuan Nguyen +5 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Exploiting Structural Complexity for Robust and Rapid Hyperspectral\n Imaging
   2013/05/09 by Gregory Ely, Ely, Gregory, Shuchin Aeron +3 · 1 citation
   Engineering · Medicine · #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Information Theory (cs.IT) #Optical Imaging and Spectroscopy Techniques #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
9. Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data
   2013/07/02 by Zemin Zhang, Gregory Ely, Zhang, Zemin +7 · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
10. Towards Universal Unfolding of Detector Effects in High-Energy Physics using Denoising Diffusion Probabilistic Models
    2024/06/03 by Camila Pazos, Pazos, Camila, Shuchin Aeron +10 · 2 citations
    Physics and Astronomy · #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
11. Towards Designing and Exploiting Generative Networks for Neutrino Physics Experiments using Liquid Argon Time Projection Chambers
    2022/04/05 by Paul Lutkus, Lutkus, Paul, T. Wongjirad +3 · 1 citation
    Physics and Astronomy · #Astrophysics and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex)
12. Score-based Diffusion Models for Generating Liquid Argon Time Projection Chamber Images
    2023/07/25 by Zeviel Imani, Imani, Zeviel, Shuchin Aeron +3 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Medical Image Segmentation Techniques
13. Principal Component Analysis with Tensor Train Subspace
    2018/03/13 by Wenqi Wang, Wang, Wenqi, Vaneet Aggarwal +3 · 1 citation
    Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Tensor decomposition and applications