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08/03/2023
Multi-Objective Optimization for UAV Swarm-Assisted IoT with Virtual Antenna Arrays
Unmanned aerial vehicle (UAV) network is a promising technology for assi...
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06/29/2023
OSP: Boosting Distributed Model Training with 2-stage Synchronization
Distributed deep learning (DDL) is a promising research area, which aims...
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02/07/2023
Understanding the Gain of Deploying IRSs in Large-scale Heterogeneous Cellular Networks
As the superior improvement on wireless network coverage, spectrum effic...
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12/05/2022
Window Normalization: Enhancing Point Cloud Understanding by Unifying Inconsistent Point Densities
Downsampling and feature extraction are essential procedures for 3D poin...
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11/27/2022
Coverage Analysis for Cellular-Connected Random 3D Mobile UAVs with Directional Antennas
This letter proposes an analytical framework to evaluate the coverage pe...
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06/20/2022
S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning?
Collaborative multi-agent reinforcement learning (MARL) has been widely ...
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06/08/2022
Constellation Design for Deep Joint Source-Channel Coding
Deep learning-based joint source-channel coding (JSCC) has shown excelle...
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09/13/2021
Deep Joint Source-Channel Coding for Multi-Task Network
Multi-task learning (MTL) is an efficient way to improve the performance...
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07/02/2021
Mixed Supervision Learning for Whole Slide Image Classification
Weak supervision learning on classification labels has demonstrated high...
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06/01/2021
Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning
Centralized Training with Decentralized Execution (CTDE) has been a popu...
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01/30/2021
SNR-adaptive deep joint source-channel coding for wireless image transmission
Considering the problem of joint source-channel coding (JSCC) for multi-...
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10/09/2019
Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network
Gastric cancer is one of the most common cancers, which ranks third amon...
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09/11/2019
Attention-Aware Age-Agnostic Visual Place Recognition
A cross-domain visual place recognition (VPR) task is proposed in this w...
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07/09/2019
Signet Ring Cell Detection With a Semi-supervised Learning Framework
Signet ring cell carcinoma is a type of rare adenocarcinoma with poor pr...
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07/09/2019
Accurate Nuclear Segmentation with Center Vector Encoding
Nuclear segmentation is important and frequently demanded for pathology ...
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06/29/2019
Fast Accurate Beam and Channel Tracking for Two-dimensional Phased Antenna Arrays
The sparsity and the severe attenuation of millimeter-wave (mmWave) chan...
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06/29/2019
Fast Accurate Beam and Channel Tracking for Two-dimensional Phased Antenna Array
The sparsity and the severe attenuation of millimeter-wave (mmWave) chan...
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06/26/2018
Super Fast Beam and Channel Tracking in 2D Phased Antenna Arrays
Millimeter wave (mmWave) is an attractive candidate for high-speed mobil...
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06/26/2018
Joint Beam and Channel Tracking for Two-dimensional Phased Antenna Arrays
Millimeter wave (mmWave) is an attractive candidate for high-speed mobil...
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04/16/2018
Joint Recursive Beam and Channel Tracking for 2-dimensional Phased Antenna Arrays
Millimeter wave (mmWave) is an attractive candidate for high-speed wirel...
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02/06/2018