Jing Yang

Cascaded Detail-Preserving Networks for Super-Resolution of Document Images

The accuracy of OCR is usually affected by the quality of the input docu...
11/25/2019 ∙ by Zhichao Fu, et al. ∙ 17 ∙ share

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Knowledge distillation via adaptive instance normalization

This paper addresses the problem of model compression via knowledge dist...
03/09/2020 ∙ by Jing Yang, et al. ∙ 17 ∙ share

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Meta-neural-network for Realtime and Passive Deep-learning-based Object Recognition

Deep-learning recently show great success across disciplines yet convent...
09/16/2019 ∙ by Jingkai Weng, et al. ∙ 10 ∙ share

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Training Binary Neural Networks with Real-to-Binary Convolutions

This paper shows how to train binary networks to within a few percent po...
03/25/2020 ∙ by Brais Martinez, et al. ∙ 9 ∙ share

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A Real-Time Deep Network for Crowd Counting

Automatic analysis of highly crowded people has attracted extensive atte...
02/16/2020 ∙ by Xiaowen Shi, et al. ∙ 7 ∙ share

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To learn image super-resolution, use a GAN to learn how to do image degradation first

This paper is on image and face super-resolution. The vast majority of p...
07/30/2018 ∙ by Adrian Bulat, et al. ∙ 6 ∙ share

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Video Crowd Counting via Dynamic Temporal Modeling

Crowd counting aims to count the number of instantaneous people in a cro...
07/04/2019 ∙ by Xingjiao Wu, et al. ∙ 3 ∙ share

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Edge-Aware Deep Image Deblurring

Image deblurring is a fundamental and challenging low-level vision probl...
07/04/2019 ∙ by Zhichao Fu, et al. ∙ 2 ∙ share

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The (1+λ) Evolutionary Algorithm with Self-Adjusting Mutation Rate

We propose a new way to self-adjust the mutation rate in population-base...
04/07/2017 ∙ by Benjamin Doerr, et al. ∙ 0 ∙ share

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Adaptive Compressive Tracking via Online Vector Boosting Feature Selection

Recently, the compressive tracking (CT) method has attracted much attent...
04/21/2015 ∙ by Qingshan Liu, et al. ∙ 0 ∙ share

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Riding on the Primary: A New Spectrum Sharing Paradigm for Wireless-Powered IoT Devices

In this paper, a new spectrum sharing model referred to as riding on the...
01/20/2018 ∙ by Xin Kang, et al. ∙ 0 ∙ share

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Age-Minimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges

A sensor node that is sending measurement updates regarding some physica...
02/06/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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Optimal Status Updating for an Energy Harvesting Sensor with a Noisy Channel

Consider an energy harvesting sensor continuously monitors a system and ...
03/05/2018 ∙ by Songtao Feng, et al. ∙ 0 ∙ share

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Incentive Mechanisms for Motivating Mobile Data Offloading in Heterogeneous Networks: A Salary-Plus-Bonus Approach

In this paper, a salary-plus-bonus incentive mechanism is proposed to mo...
02/08/2018 ∙ by Xin Kang, et al. ∙ 0 ∙ share

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Sending Information Through Status Updates

We consider an energy harvesting transmitter sending status updates rega...
01/15/2018 ∙ by Abdulrahman Baknina, et al. ∙ 0 ∙ share

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Age-Minimal Online Policies for Energy Harvesting Sensors with Random Battery Recharges

We consider an energy harvesting sensor that is sending measurement upda...
02/05/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Best-Effort and Save-and-Transmit

An additive white Gaussian noise (AWGN) energy-harvesting (EH) channel i...
05/08/2018 ∙ by Silas L. Fong, et al. ∙ 0 ∙ share

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Cost-Aware Learning and Optimization for Opportunistic Spectrum Access

In this paper, we investigate cost-aware joint learning and optimization...
04/11/2018 ∙ by Chao Gan, et al. ∙ 0 ∙ share

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To Skip or to Switch? Minimizing Age of Information under Link Capacity Constraint

Consider a scenario where a source continuously monitors an object and s...
06/22/2018 ∙ by Boyu Wang, et al. ∙ 0 ∙ share

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Integrating UML with Service Refinement for Requirements Modeling and Analysis

Unified Modeling Language (UML) is the de facto standard for requirement...
03/14/2018 ∙ by Yilong Yang, et al. ∙ 0 ∙ share

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Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT

Although neural machine translation(NMT) yields promising translation pe...
07/24/2018 ∙ by Jing Yang, et al. ∙ 0 ∙ share

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Age-Minimal Transmission for Energy Harvesting Sensors with Finite Batteries: Online Policies

An energy-harvesting sensor node that is sending status updates to a des...
06/18/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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Age of Information Minimization for an Energy Harvesting Source with Updating Erasures: With and Without Feedback

Consider an energy harvesting (EH) sensor that continuously monitors a s...
08/13/2018 ∙ by Songtao Feng, et al. ∙ 0 ∙ share

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Optimal Parameter Choices via Precise Black-Box Analysis

It has been observed that some working principles of evolutionary algori...
07/09/2018 ∙ by Benjamin Doerr, et al. ∙ 0 ∙ share

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How Much of Wireless Rate Can Smartphones Support in 5G Networks?

Due to the higher wireless transmission rates in the fifth generation (5...
08/17/2018 ∙ by Jing Yang, et al. ∙ 0 ∙ share

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Adaptive Scenario Discovery for Crowd Counting

Crowd counting, i.e., estimation number of pedestrian in crowd images, i...
12/06/2018 ∙ by Xingjiao Wu, et al. ∙ 0 ∙ share

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Online Timely Status Updates with Erasures for Energy Harvesting Sensors

An energy harvesting sensor that is sending status updates to a destinat...
11/12/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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Online Learning with Diverse User Preferences

In this paper, we investigate the impact of diverse user preference on l...
01/23/2019 ∙ by Chao Gan, et al. ∙ 0 ∙ share

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When to Preempt? Age of Information Minimization under Link Capacity Constraint

In this paper, we consider a scenario where a source continuously monito...
12/11/2018 ∙ by Boyu Wang, et al. ∙ 0 ∙ share

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Energy Efficiency Optimization of Generalized Spatial Modulation with Sub-Connected Hybrid Precoding

Energy efficiency (EE) optimization of millimeter wave (mm-Wave) massive...
01/02/2019 ∙ by Kai Chen, et al. ∙ 0 ∙ share

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Runtime Analysis for Self-adaptive Mutation Rates

We propose and analyze a self-adaptive version of the (1,λ) evolutionary...
11/30/2018 ∙ by Benjamin Doerr, et al. ∙ 0 ∙ share

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Using Erasure Feedback for Online Timely Updating with an Energy Harvesting Sensor

A real-time status updating system is considered, in which an energy har...
01/24/2019 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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Energy Efficiency of Generalized Spatial Modulation Aided Massive MIMO Systems

One of focuses in green communication studies is the energy efficiency (...
02/01/2019 ∙ by Shuang Zheng, et al. ∙ 0 ∙ share

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Neural Networks in Hybrid Precoding for Millimeter Wave Massive MIMO Systems

Neural networks have been applied to the physical layer of wireless comm...
03/21/2019 ∙ by Jing Yang, et al. ∙ 0 ∙ share

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Age-Optimal Transmission of Rateless Codes in an Erasure Channel

In this paper, we examine a status updating system where updates generat...
04/30/2019 ∙ by Songtao Feng, et al. ∙ 0 ∙ share

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Adaptive Coding for Information Freshness in a Two-user Broadcast Erasure Channel

In this paper, we investigate the impact of coding on the Age of Informa...
05/01/2019 ∙ by Songtao Feng, et al. ∙ 0 ∙ share

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New dynamic and verifiable multi-secret sharing schemes based on LFSR public key cryptosystem

A verifiable multi-secret sharing (VMSS) scheme enables the dealer to sh...
06/11/2019 ∙ by Jing Yang, et al. ∙ 0 ∙ share

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Complex-BP-Neural-Network-based Hybrid Precoding for Millimeter Wave Multiuser Massive MIMO Systems

The high energy consumption of massive multi-input multi-out (MIMO) syst...
08/01/2019 ∙ by Kai Chen, et al. ∙ 0 ∙ share

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Power-Consumption Outage Challenge in Next-Generation Cellular Networks

The conventional outage in wireless communication systems is caused by t...
07/20/2019 ∙ by Jing Yang, et al. ∙ 0 ∙ share

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Information Freshness for Timely Detection of Status Changes

In this paper, we aim to establish the connection between Age of Informa...
02/11/2020 ∙ by Songtao Feng, et al. ∙ 0 ∙ share

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Decentralized Multi-player Multi-armed Bandits with No Collision Information

The decentralized stochastic multi-player multi-armed bandit (MP-MAB) pr...
02/29/2020 ∙ by Chengshuai Shi, et al. ∙ 0 ∙ share

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Timely Synchronization with Sporadic Status Changes

In this paper, we consider a status updating system where the transmitte...
03/02/2020 ∙ by Chenghao Deng, et al. ∙ 0 ∙ share

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Stochastic Linear Contextual Bandits with Diverse Contexts

In this paper, we investigate the impact of context diversity on stochas...
03/05/2020 ∙ by Weiqiang Wu, et al. ∙ 0 ∙ share

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On mu-Symmetric Polynomials

In this paper, we study functions of the roots of a univariate polynomia...
01/21/2020 ∙ by Jing Yang, et al. ∙ 0 ∙ share

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A Condition for Multiplicity Structure of Univariate Polynomials

We consider the problem of finding a condition for a univariate polynomi...
01/08/2020 ∙ by Hoon Hong, et al. ∙ 0 ∙ share

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Jing Yang

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