b'Tao Jiang'

research

∙ 07/05/2022

Stochastic Variational Methods in Generalized Hidden Semi-Markov Models to Characterize Functionality in Random Heteropolymers

Recent years have seen substantial advances in the development of biofun...

Yun Zhou, et al. ∙

research

∙ 06/23/2022

Sensor-Assisted Rate Adaptation for UAV MU-MIMO Networks

Propelled by multi-user MIMO (MU-MIMO) technology, unmanned aerial vehic...

Xuedou Xiao, et al. ∙

research

∙ 06/02/2022

CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron

Cervical cancer is the seventh most common cancer among all the cancers ...

Wanli Liu, et al. ∙

research

∙ 05/16/2022

Exploring Diversity-based Active Learning for 3D Object Detection in Autonomous Driving

3D object detection has recently received much attention due to its grea...

Zhihao Liang, et al. ∙

research

∙ 05/12/2022

Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink

Reconfigurable intelligent surface (RIS) is capable of intelligently man...

Zhongze Zhang, et al. ∙

research

∙ 04/10/2022

Cache-Aided Massive MIMO with Linear Precoding in Multi-cell Systems

In this paper, we propose a novel joint caching and massive multiple-inp...

Lin Xiang, et al. ∙

research

∙ 04/04/2022

An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images

This paper proposes a novel pixel interval down-sampling network (PID-Ne...

Jiawei Zhang, et al. ∙

research

∙ 03/09/2022

Learning Progressive Distributed Compression Strategies from Local Channel State Information

This paper proposes a deep learning framework to design distributed comp...

Foad Sohrabi, et al. ∙

research

∙ 03/05/2022

Acceleration of Federated Learning with Alleviated Forgetting in Local Training

Federated learning (FL) enables distributed optimization of machine lear...

Chencheng Xu, et al. ∙

research

∙ 02/18/2022

A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements

With the acceleration of urbanization and living standards, microorganis...

Jiawei Zhang, et al. ∙

research

∙ 02/16/2022

A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis

The Computer Assisted Sperm Analysis (CASA) plays a crucial role in male...

Wenwei Zhao, et al. ∙

research

∙ 02/14/2022

A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification

Image analysis technology is used to solve the inadvertences of artifici...

Jian Wu, et al. ∙

research

∙ 12/25/2021

Interference Nulling Using Reconfigurable Intelligent Surface

This paper investigates the interference nulling capability of reconfigu...

Tao Jiang, et al. ∙

research

∙ 12/14/2021

EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation

Environmental microorganisms (EMs) are ubiquitous around us and have an ...

Peng Zhao, et al. ∙

research

∙ 12/08/2021

Active Sensing for Communications by Learning

This paper proposes a deep learning approach to a class of active sensin...

Foad Sohrabi, et al. ∙

research

∙ 10/18/2021

KaraTuner: Towards end to end natural pitch correction for singing voice in karaoke

An automatic pitch correction system typically includes several stages, ...

Xiaobin Zhuang, et al. ∙

research

∙ 10/11/2021

EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation

The Environmental Microorganism Image Dataset Seventh Version (EMDS-7) i...

Hechen Yang, et al. ∙

research

∙ 07/16/2021

A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Convolutional Neural Networks to Visual Transformers

In recent years, deep learning has made brilliant achievements in image ...

Peng Zhao, et al. ∙

research

∙ 05/31/2021

Securing IoT Devices by Exploiting Backscatter Propagation Signatures

The low-power radio technologies open up many opportunities to facilitat...

Zhiqing Luo, et al. ∙

research

∙ 04/23/2021

Skeletor: Skeletal Transformers for Robust Body-Pose Estimation

Predicting 3D human pose from a single monoscopic video can be highly ch...

Tao Jiang, et al. ∙

research

∙ 04/20/2021

Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition

Signed languages are visual languages produced by the movement of the ha...

Amit Moryossef, et al. ∙

research

∙ 03/20/2021

Beam-Squint Mitigating for Reconfigurable Intelligent Surface Aided Wideband MmWave Communications

In this paper, we focus our attention on the mitigation of beam squint f...

Yun Chen, et al. ∙

research

∙ 03/05/2021

LoRa Backscatter Assisted State Estimator for Micro Aerial Vehicles with Online Initialization

The advances in agile micro aerial vehicles (MAVs) have shown great pote...

Shengkai Zhang, et al. ∙

research

∙ 02/24/2021

A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis

Environmental microorganism (EM) offers a high-efficient, harmless, and ...

Frank Kulwa, et al. ∙

research

∙ 02/21/2021

Policy-Aware Mobility Model Explains the Growth of COVID-19 in Cities

With the continued spread of coronavirus, the task of forecasting distin...

Zhenyu Han, et al. ∙

research

∙ 02/21/2021

A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification

In the Gastric Histopathology Image Classification (GHIC) tasks, which i...

Yixin Li, et al. ∙

research

∙ 12/28/2020

Detecting Colluding Sybil Attackers in Robotic Networks using Backscatters

Due to the openness of wireless medium, robotic networks that consist of...

Yong Huang, et al. ∙

research

∙ 12/10/2020

Peer-to-Peer Localization for Single-Antenna Devices

Some important indoor localization applications, such as localizing a lo...

Xianan Zhang, et al. ∙

research

∙ 11/14/2020

Reinforced Molecular Optimization with Neighborhood-Controlled Grammars

A major challenge in the pharmaceutical industry is to design novel mole...

Chencheng Xu, et al. ∙

research

∙ 11/01/2020

Joint Energy Harvest and Information Transfer for Energy Beamforming in Backscatter Multiuser Networks

Wirelessly powered backscatter communication (WPBC) has been identified ...

Wenyuan Ma, et al. ∙

research

∙ 09/30/2020

Learning to Beamform for Intelligent Reflecting Surface with Implicit Channel Estimate

Intelligent reflecting surface (IRS), consisting of massive number of tu...

Tao Jiang, et al. ∙

research

∙ 09/28/2020

Market Equilibrium in Multi-tier Supply Chain Networks

We consider a sequential decision model over multi-tier supply chain net...

Tao Jiang, et al. ∙

research

∙ 06/25/2020

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

In commercial buildings, about 40 is attributed to Heating, Ventilation,...

Liang Yu, et al. ∙

research

∙ 06/19/2020

On identifying clusters from sum-of-norms clustering computation

Sum-of-norms clustering is a clustering formulation based on convex opti...

Tao Jiang, et al. ∙

research

∙ 05/21/2020

Robot-assisted Backscatter Localization for IoT Applications

Recent years have witnessed the rapid proliferation of backscatter techn...

Shengkai Zhang, et al. ∙

research

∙ 05/21/2020

Authenticating On-Body IoT Devices: An Adversarial Learning Approach

By adding users as a new dimension to connectivity, on-body Internet-of-...

Yong Huang, et al. ∙

research

∙ 03/27/2020

A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Breast cancer is one of the most common and deadliest cancers among wome...

Xiaomin Zhou, et al. ∙

research

∙ 03/16/2020

WiFi-Inertial Indoor Pose Estimation for Micro Aerial Vehicles

This paper presents an indoor pose estimation system for micro aerial ve...

Shengkai Zhang, et al. ∙

research

∙ 03/08/2020

A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation

In order to assist researchers to identify Environmental Microorganisms ...

Jinghua Zhang, et al. ∙

research

∙ 02/22/2020

Communication-Efficient Edge AI: Algorithms and Systems

Artificial intelligence (AI) has achieved remarkable breakthroughs in a ...

Yuanming Shi, et al. ∙

research

∙ 02/20/2020

Knockoff Boosted Tree for Model-Free Variable Selection

In this article, we propose a novel strategy for conducting variable sel...

Tao Jiang, et al. ∙

research

∙ 02/16/2020

Enabling Low-Power OFDM for IoT by Exploiting Asymmetric Clock Rates

The conventional high-speed Wi-Fi has recently become a contender for lo...

Wei Wang, et al. ∙

research

∙ 02/12/2020

Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference

Aspect based sentiment analysis aims to identify the sentimental tendenc...

Youwei Song, et al. ∙

research

∙ 02/01/2020

Higher Criticism Tuned Regression For Weak And Sparse Signals

Here we propose a novel searching scheme for a tuning parameter in high-...

Tao Jiang, et al. ∙

research

∙ 01/24/2020

VerSe: A Vertebrae Labelling and Segmentation Benchmark

In this paper we report the challenge set-up and results of the Large Sc...

Anjany Sekuboyina, et al. ∙

research

∙ 12/18/2019

RF Backscatter-based State Estimation for Micro Aerial Vehicles

The advances in compact and agile micro aerial vehicles (MAVs) have show...

Shengkai Zhang, et al. ∙

research

∙ 12/12/2019

Reliable Wide-Area Backscatter via Channel Polarization

A long-standing vision of backscatter communications is to provide long-...

Guochao Song, et al. ∙

research

∙ 12/10/2019

Lightweight Sybil-Resilient Multi-Robot Networks by Multipath Manipulation

Wireless networking opens up many opportunities to facilitate miniaturiz...

Yong Huang, et al. ∙

research

∙ 10/21/2019

State-Aware Rate Adaptation for UAVs by Incorporating On-Board Sensors

Nowadays unmanned aerial vehicles (UAVs) are being widely applied to a w...

Shiyue He, et al. ∙

research

∙ 09/23/2019

Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs

Recent advances in unmanned aerial vehicle (UAV) technology have revolut...

Xuedou Xiao, et al. ∙

Tao Jiang

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