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09/20/2023
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems
Intelligent transportation systems (ITSs) have been fueled by the rapid ...
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09/12/2023
TSSAT: Two-Stage Statistics-Aware Transformation for Artistic Style Transfer
Artistic style transfer aims to create new artistic images by rendering ...
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09/11/2023
A physics-informed and attention-based graph learning approach for regional electric vehicle charging demand prediction
Along with the proliferation of electric vehicles (EVs), optimizing the ...
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09/08/2023
Create Your World: Lifelong Text-to-Image Diffusion
Text-to-image generative models can produce diverse high-quality images ...
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09/06/2023
Reconfigurable Intelligent Surface Aided Space Shift Keying With Imperfect CSI
In this paper, we investigate the performance of reconfigurable intellig...
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09/06/2023
DMKD: Improving Feature-based Knowledge Distillation for Object Detection Via Dual Masking Augmentation
Recent mainstream masked distillation methods function by reconstructing...
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08/31/2023
On the Performance of RIS-Aided Spatial Scattering Modulation for mmWave Transmission
In this paper, we investigate a state-of-the-art reconfigurable intellig...
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08/24/2023
SkipcrossNets: Adaptive Skip-cross Fusion for Road Detection
Multi-modal fusion is increasingly being used for autonomous driving tas...
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08/12/2023
A One-dimensional HEVC video steganalysis method using the Optimality of Predicted Motion Vectors
Among steganalysis techniques, detection against motion vector (MV) doma...
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08/05/2023
Dynamic Dual-Graph Fusion Convolutional Network For Alzheimer's Disease Diagnosis
In this paper, a dynamic dual-graph fusion convolutional network is prop...
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08/04/2023
Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity
With the rapid proliferation of smart mobile devices, federated learning...
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08/01/2023
Aspect based sentimental analysis for travellers' reviews
Airport service quality evaluation is commonly found on social media, in...
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07/31/2023
UniAP: Unifying Inter- and Intra-Layer Automatic Parallelism by Mixed Integer Quadratic Programming
Deep learning models have demonstrated impressive performance in various...
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07/28/2023
Deep Reinforcement Learning Based Intelligent Reflecting Surface Optimization for TDD MultiUser MIMO Systems
In this letter, we investigate the discrete phase shift design of the in...
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07/27/2023
Performance of RIS-Assisted Full-Duplex Space Shift Keying With Imperfect Self-Interference Cancellation
In this paper, we consider a full-duplex (FD) space shift keying (SSK) c...
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07/27/2023
RIS-Aided Spatial Scattering Modulation for mmWave MIMO Transmissions
This paper investigates the reconfigurable intelligent surface (RIS) ass...
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07/19/2023
General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds with One Stone
Facial age estimation has received a lot of attention for its diverse ap...
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07/18/2023
Mobility-Aware Joint User Scheduling and Resource Allocation for Low Latency Federated Learning
As an efficient distributed machine learning approach, Federated learnin...
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07/14/2023
Reconfigurable Intelligent Surface Assisted Free Space Optical Information and Power Transfer
Free space optical (FSO) transmission has emerged as a key candidate tec...
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07/10/2023
Legal Decision-making for Highway Automated Driving
Compliance with traffic laws is a fundamental requirement for human driv...
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06/29/2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition
Long-tailed visual recognition has received increasing attention in rece...
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06/18/2023
Focusing on Relevant Responses for Multi-modal Rumor Detection
In the absence of an authoritative statement about a rumor, people may e...
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05/22/2023
Adaptive Distributed Filtering of DDoS Traffic on the Internet
Despite the proliferation of traffic filtering capabilities throughout t...
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05/16/2023
Self-Aware Trajectory Prediction for Safe Autonomous Driving
Trajectory prediction is one of the key components of the autonomous dri...
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05/14/2023
Path Planning for Air-Ground Robot Considering Modal Switching Point Optimization
An innovative sort of mobility platform that can both drive and fly is t...
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05/05/2023
Joint Design of Sampler and Compressor for Timely Status Updates: Age-Distortion Tradeoff
We consider a joint sampling and compression system for timely status up...
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05/03/2023
Human Machine Co-adaption Interface via Cooperation Markov Decision Process System
This paper aims to develop a new human-machine interface to improve reha...
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05/02/2023
Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing
Federated learning (FL) is a collaborative learning paradigm for decentr...
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04/24/2023
A Spatial Calibration Method for Robust Cooperative Perception
Cooperative perception is a promising technique for enhancing the percep...
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04/23/2023
Informative Data Selection with Uncertainty for Multi-modal Object Detection
Noise has always been nonnegligible trouble in object detection by creat...
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04/09/2023
Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy
Federated learning (FL) enables distributed clients to collaboratively t...
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04/09/2023
Design of Two-Level Incentive Mechanisms for Hierarchical Federated Learning
Hierarchical Federated Learning (HFL) is a distributed machine learning ...
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04/05/2023
LogoNet: a fine-grained network for instance-level logo sketch retrieval
Sketch-based image retrieval, which aims to use sketches as queries to r...
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03/28/2023
Boundary-to-Solution Mapping for Groundwater Flows in a Toth Basin
In this paper, the authors propose a new approach to solving the groundw...
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03/24/2023
Pi-ViMo: Physiology-inspired Robust Vital Sign Monitoring using mmWave Radars
Continuous monitoring of human vital signs using non-contact mmWave rada...
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03/24/2023
Quadrature Spatial Scattering Modulation for mmWave Transmission
In this letter, we investigate a novel quadrature spatial scattering mod...
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03/22/2023
Frozen Language Model Helps ECG Zero-Shot Learning
The electrocardiogram (ECG) is one of the most commonly used non-invasiv...
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03/15/2023
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection
While most recent autonomous driving system focuses on developing percep...
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03/11/2023
O2CTA: Introducing Annotations from OCT to CCTA in Coronary Plaque Analysis
Targeted diagnosis and treatment plans for patients with coronary artery...
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03/07/2023
Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning
While preserving the privacy of federated learning (FL), differential pr...
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02/23/2023
EfficientFace: An Efficient Deep Network with Feature Enhancement for Accurate Face Detection
In recent years, deep convolutional neural networks (CNN) have significa...
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02/20/2023
InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation
3D object recognition has successfully become an appealing research topi...
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01/31/2023
AMD: Adaptive Masked Distillation for Object
As a general model compression paradigm, feature-based knowledge distill...
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01/26/2023
Privacy-Preserving Joint Edge Association and Power Optimization for the Internet of Vehicles via Federated Multi-Agent Reinforcement Learning
Proactive edge association is capable of improving wireless connectivity...
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01/11/2023
Failure Detection for Motion Prediction of Autonomous Driving: An Uncertainty Perspective
Motion prediction is essential for safe and efficient autonomous driving...
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01/11/2023
How Does Traffic Environment Quantitatively Affect the Autonomous Driving Prediction?
An accurate trajectory prediction is crucial for safe and efficient auto...
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01/01/2023
Self-Supervised Object Segmentation with a Cut-and-Pasting GAN
This paper proposes a novel self-supervised based Cut-and-Paste GAN to p...
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12/22/2022
Reversible Column Networks
We propose a new neural network design paradigm Reversible Column Networ...
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11/19/2022
Normal Transformer: Extracting Surface Geometry from LiDAR Points Enhanced by Visual Semantics
High-quality estimation of surface normal can help reduce ambiguity in m...
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11/14/2022