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05/11/2023
A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack
Rutting of asphalt pavements is a crucial design criterion in various pa...
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02/07/2023
Decentralized Inexact Proximal Gradient Method With Network-Independent Stepsizes for Convex Composite Optimization
This paper considers decentralized convex composite optimization over un...
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12/06/2022
BALPA: A Balanced Primal-Dual Algorithm for Nonsmooth Optimization with Application to Distributed Optimization
In this paper, we propose a novel primal-dual proximal splitting algorit...
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10/26/2022
LP-BFGS attack: An adversarial attack based on the Hessian with limited pixels
Deep neural networks are vulnerable to adversarial attacks. Most white-b...
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09/05/2022
DISA: A Dual Inexact Splitting Algorithm for Distributed Convex Composite Optimization
This paper proposes a novel dual inexact splitting algorithm (DISA) for ...
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07/27/2022
Variational inequalities of multilayer elastic systems with interlayer friction: existence and uniqueness of solution and convergence of numerical solution
Based on the mathematical-physical model of pavement mechanics, a multil...
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07/12/2022
Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information
A counter-intuitive property of convolutional neural networks (CNNs) is ...
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01/12/2021
A SOM-based Gradient-Free Deep Learning Method with Convergence Analysis
As gradient descent method in deep learning causes a series of questions...
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11/10/2020
STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection
Industrial smoke emissions present a serious threat to natural ecosystem...
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07/13/2020
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers
In this paper, we consider the problem of descriptors construction for t...
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06/10/2020
