Kevin Bui

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Structured Sparsity

Total Variation

Top Venues

SIAM J. Imaging Sci.

Publications

Jiahao Pang, Kevin Bui, Dong Tian
PIVOT-Net: Heterogeneous Point-Voxel-Tree-based Framework for Point Cloud Compression. CoRR (2024)
Elisha Dayag, Kevin Bui, Fredrick Park, Jack Xin
An Image Segmentation Model with Transformed Total Variation. CoRR (2024)
Jiahao Pang, Kevin Bui, Dong Tian
PIVOT-Net: Heterogeneous Point-Voxel-Tree-based Framework for Point Cloud Compression. 3DV (2024)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise. Frontiers Comput. Sci. 5 (2023)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Efficient Image Segmentation Framework with Difference of Anisotropic and Isotropic Total Variation for Blur and Poisson Noise Removal. CoRR (2023)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. ICIP (2023)
Kevin Bui, Fanghui Xue, Fredrick Park, Yingyong Qi, Jack Xin
A Proximal Algorithm for Network Slimming. LOD (2) (2023)
Kevin Bui, Fanghui Xue, Fredrick Park, Yingyong Qi, Jack Xin
A Proximal Algorithm for Network Slimming. CoRR (2023)
Kevin Bui, Zichao Di
A Stochastic ADMM Algorithm for Large-Scale Ptychography with Weighted Difference of Anisotropic and Isotropic Total Variation. CoRR (2023)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. CoRR (2023)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
A Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation. CoRR (2022)
Jeffrey G. Klann, Michael Mendis, Kevin Bui, Griffin M. Weber, Diane Keogh, Shawn N. Murphy
Informatics for Integrating Biology and the Bedside (i2b2) in 2022: Single Sign On and Synthetic Data. AMIA (2022)
Kevin Bui, Fredrick Park, Yifei Lou, Jack Xin
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation. SIAM J. Imaging Sci. 14 (3) (2021)
Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
Improving Network Slimming With Nonconvex Regularization. IEEE Access 9 (2021)
Kevin Bui, Jacob Fauman, David Kes, Leticia Torres Mandiola, Adina Ciomaga, Ricardo Salazar, Andrea L. Bertozzi, Jérôme Gilles, Dominic P. Goronzy, Andrew I. Guttentag, Paul S. Weiss
Segmentation of scanning tunneling microscopy images using variational methods and empirical wavelets. Pattern Anal. Appl. 23 (2) (2020)
Kevin Bui, Fredrick Park, Yifei Lou, Jack Xin
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation. CoRR (2020)
Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
Nonconvex Regularization for Network Slimming: Compressing CNNs Even More. ISVC (1) (2020)
Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
Structured Sparsity of Convolutional Neural Networks via Nonconvex Sparse Group Regularization. Frontiers Appl. Math. Stat. 6 (2020)
Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
Nonconvex Regularization for Network Slimming: Compressing CNNs Even More. CoRR (2020)
Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
Regularized Structured Sparsity Convolutional Neural Networks. CoRR (2019)
Kevin Bui, Jacob Fauman, David Kes, Leticia Torres Mandiola, Adina Ciomaga, Ricardo Salazar, Andrea L. Bertozzi, Jérôme Gilles, Andrew I. Guttentag, Paul S. Weiss
Segmentation of Scanning Tunneling Microscopy Images Using Variational Methods and Empirical Wavelets. CoRR (2018)