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09/21/2023
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts
Zero-shot text-to-speech (TTS) synthesis aims to clone any unseen speake...
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08/23/2023
A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models
Membership Inference Attack (MIA) identifies whether a record exists in ...
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07/30/2023
Triple Correlations-Guided Label Supplementation for Unbiased Video Scene Graph Generation
Video-based scene graph generation (VidSGG) is an approach that aims to ...
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07/16/2023
CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation
We propose a novel approach for RGB-D salient instance segmentation usin...
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06/14/2023
Carbon emissions and sustainability of launching 5G mobile networks in China
Since 2021, China has deployed more than 2.1 million 5G base stations to...
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05/11/2023
Active Sensing for Two-Sided Beam Alignment and Reflection Design Using Ping-Pong Pilots
Beam alignment is an important task for millimeter-wave (mmWave) communi...
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05/07/2023
Robust Multi-agent Communication via Multi-view Message Certification
Many multi-agent scenarios require message sharing among agents to promo...
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04/27/2023
Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving
Robotic perception requires the modeling of both 3D geometry and semanti...
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03/23/2023
Taking A Closer Look at Visual Relation: Unbiased Video Scene Graph Generation with Decoupled Label Learning
Current video-based scene graph generation (VidSGG) methods have been fo...
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03/13/2023
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose
Recent studies on 2D pose estimation have achieved excellent performance...
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01/26/2023
Re-embedding data to strengthen recovery guarantees of clustering
We propose a clustering method that involves chaining four known techniq...
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11/14/2022
Towards A Unified Conformer Structure: from ASR to ASV Task
Transformer has achieved extraordinary performance in Natural Language P...
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10/25/2022
S3E: A Large-scale Multimodal Dataset for Collaborative SLAM
With the advanced request to employ a team of robots to perform a task c...
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10/05/2022
Role of Deep Learning in Wireless Communications
Traditional communication system design has always been based on the par...
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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...
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06/23/2022
Sensor-Assisted Rate Adaptation for UAV MU-MIMO Networks
Propelled by multi-user MIMO (MU-MIMO) technology, unmanned aerial vehic...
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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 ...
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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...
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05/12/2022
Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink
Reconfigurable intelligent surface (RIS) is capable of intelligently man...
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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...
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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...
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03/09/2022
Learning Progressive Distributed Compression Strategies from Local Channel State Information
This paper proposes a deep learning framework to design distributed comp...
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03/05/2022
Acceleration of Federated Learning with Alleviated Forgetting in Local Training
Federated learning (FL) enables distributed optimization of machine lear...
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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...
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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...
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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...
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12/25/2021
Interference Nulling Using Reconfigurable Intelligent Surface
This paper investigates the interference nulling capability of reconfigu...
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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 ...
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12/08/2021
Active Sensing for Communications by Learning
This paper proposes a deep learning approach to a class of active sensin...
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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, ...
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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...
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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 ...
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05/31/2021
Securing IoT Devices by Exploiting Backscatter Propagation Signatures
The low-power radio technologies open up many opportunities to facilitat...
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04/23/2021
Skeletor: Skeletal Transformers for Robust Body-Pose Estimation
Predicting 3D human pose from a single monoscopic video can be highly ch...
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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...
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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...
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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...
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02/24/2021
A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis
Environmental microorganism (EM) offers a high-efficient, harmless, and ...
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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...
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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...
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12/28/2020
Detecting Colluding Sybil Attackers in Robotic Networks using Backscatters
Due to the openness of wireless medium, robotic networks that consist of...
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12/10/2020
Peer-to-Peer Localization for Single-Antenna Devices
Some important indoor localization applications, such as localizing a lo...
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11/14/2020
Reinforced Molecular Optimization with Neighborhood-Controlled Grammars
A major challenge in the pharmaceutical industry is to design novel mole...
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11/01/2020
Joint Energy Harvest and Information Transfer for Energy Beamforming in Backscatter Multiuser Networks
Wirelessly powered backscatter communication (WPBC) has been identified ...
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09/30/2020
Learning to Beamform for Intelligent Reflecting Surface with Implicit Channel Estimate
Intelligent reflecting surface (IRS), consisting of massive number of tu...
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09/28/2020
Market Equilibrium in Multi-tier Supply Chain Networks
We consider a sequential decision model over multi-tier supply chain net...
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06/25/2020
Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings
In commercial buildings, about 40 is attributed to Heating, Ventilation,...
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06/19/2020
On identifying clusters from sum-of-norms clustering computation
Sum-of-norms clustering is a clustering formulation based on convex opti...
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05/21/2020
Robot-assisted Backscatter Localization for IoT Applications
Recent years have witnessed the rapid proliferation of backscatter techn...
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05/21/2020