Search Results - "Xin, Jack"

Vital pulp therapy in carious pulp–exposed permanent teeth: an umbrella review by Leong, Dephne Jack Xin, Yap, Adrian Ujin

“…Objective There has been increasing evidence indicating rather high success rates of vital pulp therapies. This umbrella review aimed to provide an overview of…”
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Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection by Penghang Yin, Penghang Yin, Shuai Zhang, Shuai Zhang, Yingyong Qi, Yingyong Qi, Jack Xin, Jack Xin

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Deep Learning for Real-Time Crime Forecasting and Its Ternarization by Wang, Bao, Yin, Penghang, Bertozzi, Andrea Louise, Brantingham, P. Jeffrey, Osher, Stanley Joel, Xin, Jack

“…Real-time crime forecasting is important. However, accurate prediction of when and where the next crime will happen is difficult. No known physical model…”
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Outcomes of endodontically treated cracked teeth: a systematic review and meta-analysis by Leong, Dephne Jack Xin, de Souza, Nurun Nisa, Sultana, Rehena, Yap, Adrian Ujin

“…Objective Systematic review analyzing the treatment outcomes of cracked teeth that received endodontic treatment is unavailable. The purpose of this study was…”
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RARTS: An Efficient First-Order Relaxed Architecture Search Method by Xue, Fanghui, Qi, Yingyong, Xin, Jack

“…Differentiable architecture search (DARTS) is an effective method for data-driven neural network design based on solving a bilevel optimization problem…”
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Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise by Bui, Kevin, Lou, Yifei, Park, Fredrick, Xin, Jack

“…In this paper, we aim to segment an image degraded by blur and Poisson noise. We adopt a smoothing-and-thresholding (SaT) segmentation framework that finds a…”
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Feature Affinity Assisted Knowledge Distillation and Quantization of Deep Neural Networks on Label-Free Data by Li, Zhijian, Yang, Biao, Yin, Penghang, Qi, Yingyong, Xin, Jack

“…In this paper, we propose a feature affinity (FA) assisted knowledge distillation (KD) method to improve quantization-aware training of deep neural networks…”
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Iterative $ℓ_1$ Minimization for Non-Convex Compressed Sensing by Penghang Yin, Penghang Yin, Jack Xin, Jack Xin

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Improving Network Slimming With Nonconvex Regularization by Bui, Kevin, Park, Fredrick, Zhang, Shuai, Qi, Yingyong, Xin, Jack

“…Convolutional neural networks (CNNs) have developed to become powerful models for various computer vision tasks ranging from object detection to semantic…”
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Structured Sparsity of Convolutional Neural Networks via Nonconvex Sparse Group Regularization by Bui, Kevin, Park, Fredrick, Zhang, Shuai, Qi, Yingyong, Xin, Jack

“…Convolutional neural networks (CNN) have been hugely successful recently with superior accuracy and performance in various imaging applications, such as…”
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Convergence of a Relaxed Variable Splitting Coarse Gradient Descent Method for Learning Sparse Weight Binarized Activation Neural Network by Dinh, Thu, Xin, Jack

“…Sparsification of neural networks is one of the effective complexity reduction methods to improve efficiency and generalizability. Binarized activation offers…”
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Quality of life of patients with endodontically treated teeth: A systematic review by Leong, Dephne Jack Xin, Yap, Adrian U‐Jin

“…This systematic review aimed to appraise the quality of life of patients with restored endodontically treated teeth. The Preferred Reporting Items for…”
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A sparse semi-blind source identification method and its application to Raman spectroscopy for explosives detection by Sun, Yuanchang, Xin, Jack

“…Rapid and reliable detection and identification of unknown chemical substances are critical to homeland security. It is challenging to identify chemical…”
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A critical quantity for noise attenuation in feedback systems by Wang, Liming, Xin, Jack, Nie, Qing

“…Feedback modules, which appear ubiquitously in biological regulations, are often subject to disturbances from the input, leading to fluctuations in the output…”
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ITERATIVE l1 MINIMIZATION FOR NON-CONVEX COMPRESSED SENSING by Yin, Penghang, Xin, Jack

“…An algorithmic framework, based on the difference of convex functions algorithm （D- CA）, is proposed for minimizing a class of concave sparse metrics for…”
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Comparisons between sine-Gordon and perturbed nonlinear Schrödinger equations for modeling light bullets beyond critical collapse by Bao, Weizhu, Dong, Xuanchun, Xin, Jack

“…The sine-Gordon (SG) equation and perturbed nonlinear Schrödinger (NLS) equations are studied numerically for modeling the propagation of two space dimensional…”
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Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robust application in compressed sensing by Zhang, Shuai, Xin, Jack

“…We study the minimization problem of a non-convex sparsity promoting penalty function, the transformed l 1 (TL1), and its application in compressed sensing…”
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Inactivation kinetics of 280 nm UV-LEDs against Mycobacterium abscessus in water by Song, Jack Jia Xin, Oguma, Kumiko, Takizawa, Satoshi

“…Nontuberculous mycobacteria (NTM) are opportunistic premise plumbing pathogens (OPPPs) that cause a burdensome waterborne respiratory disease. Due to their…”
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Dispersive instability and its minimization in time-domain computation of steady-state responses of cochlear models by Xin, Jack

“…Dispersive instability appears in time-domain solutions of classical cochlear models. In this letter, a derivation of optimal initial data is presented to…”
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Biocompatibility of two experimental scaffolds for regenerative endodontics by Leong, Dephne Jack Xin, Setzer, Frank C, Trope, Martin, Karabucak, Bekir

“…The biocompatibility of two experimental scaffolds for potential use in revascularization or pulp regeneration was evaluated. One resilient lyophilized…”
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