Negative Binomial Matrix Completion.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024
Alternating Direction Method of Multipliers for Negative Binomial Model with the Weighted Difference of Anisotropic and Isotropic Total Variation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
An Image Segmentation Model with Transformed Total Variation.
Proceedings of the 32nd European Signal Processing Conference, 2024
PIVOT-Net: Heterogeneous Point-Voxel-Tree-based Framework for Point Cloud Compression.
Proceedings of the International Conference on 3D Vision, 2024
Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise.
Frontiers Comput. Sci., 2023
Efficient Image Segmentation Framework with Difference of Anisotropic and Isotropic Total Variation for Blur and Poisson Noise Removal.
CoRR, 2023
A Stochastic ADMM Algorithm for Large-Scale Ptychography with Weighted Difference of Anisotropic and Isotropic Total Variation.
CoRR, 2023
A Proximal Algorithm for Network Slimming.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023
Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising.
Proceedings of the IEEE International Conference on Image Processing, 2023
A Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation.
CoRR, 2022
Informatics for Integrating Biology and the Bedside (i2b2) in 2022: Single Sign On and Synthetic Data.
Proceedings of the AMIA 2022, 2022
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation.
SIAM J. Imaging Sci., 2021
Improving Network Slimming With Nonconvex Regularization.
IEEE Access, 2021
Segmentation of scanning tunneling microscopy images using variational methods and empirical wavelets.
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Pattern Anal. Appl., 2020
Structured Sparsity of Convolutional Neural Networks via Nonconvex Sparse Group Regularization.
Frontiers Appl. Math. Stat., 2020
Nonconvex Regularization for Network Slimming: Compressing CNNs Even More.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
𝓁<sub>0</sub> Regularized Structured Sparsity Convolutional Neural Networks.
CoRR, 2019
Segmentation of Scanning Tunneling Microscopy Images Using Variational Methods and Empirical Wavelets.
CoRR, 2018