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07/17/2023
Age of Information in Locally Adaptive Frame Slotted ALOHA
We consider a random access network consisting of source-destination pai...
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07/12/2023
Connected Dependability Cage Approach for Safe Automated Driving
Automated driving systems can be helpful in a wide range of societal cha...
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07/05/2023
Multi-objective Deep Reinforcement Learning for Mobile Edge Computing
Mobile edge computing (MEC) is essential for next-generation mobile netw...
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07/03/2023
Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach
Exploiting the computational heterogeneity of mobile devices and edge no...
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03/07/2023
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol
We propose a frame slotted ALOHA (FSA)-based protocol for a random acces...
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03/02/2023
Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication
Training Graph Neural Networks (GNNs) on large graphs is challenging due...
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12/04/2022
Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO)
Social determinants of health (SDoH) have a significant impact on health...
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11/29/2022
AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices
The ubiquity of camera-embedded devices and the advances in deep learnin...
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09/23/2022
Motion Guided Deep Dynamic 3D Garments
Realistic dynamic garments on animated characters have many AR/VR applic...
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09/03/2022
Age-Dependent Differential Privacy
The proliferation of real-time applications has motivated extensive rese...
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07/13/2022
Experiments on Anomaly Detection in Autonomous Driving by Forward-Backward Style Transfers
Great progress has been achieved in the community of autonomous driving ...
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12/08/2021
SimulSLT: End-to-End Simultaneous Sign Language Translation
Sign language translation as a kind of technology with profound social s...
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08/31/2021
SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory
Lip reading, aiming to recognize spoken sentences according to the given...
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08/24/2021
Autoencoder-based Semantic Novelty Detection: Towards Dependable AI-based Systems
Many autonomous systems, such as driverless taxis, perform safety critic...
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06/30/2021
Faithful Edge Federated Learning: Scalability and Privacy
Federated learning enables machine learning algorithms to be trained ove...
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02/23/2021
Dynamic Neural Garments
A vital task of the wider digital human effort is the creation of realis...
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02/18/2021
L2E: Learning to Exploit Your Opponent
Opponent modeling is essential to exploit sub-optimal opponents in strat...
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12/11/2020
OpenHoldem: An Open Toolkit for Large-Scale Imperfect-Information Game Research
Owning to the unremitting efforts by a few institutes, significant progr...
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08/10/2020
Deep Detail Enhancement for Any Garment
Creating fine garment details requires significant efforts and huge comp...
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08/06/2020
Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images
Quality control is of vital importance during electronics production. As...
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06/29/2020
Optimal and Quantized Mechanism Design for Fresh Data Acquisition
The proliferation of real-time applications has spurred much interest in...
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06/28/2020
Pricing Fresh Data
We introduce the concept of fresh data trading, in which a destination u...
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04/23/2020
Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer
Photorealistic style transfer is the task of transferring the artistic s...
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03/25/2020
QoS-Based Source and Relay Secure Optimization Design with Presence of Channel Uncertainty
In this letter, we study relay-aided networks with presence of single ea...
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03/24/2020
Robust Beamforming Design for Sum Secrecy Rate Optimization in MU-MISO Networks
This paper studies the beamforming design problem of a multi-user downli...
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03/17/2020
Leakage-Based Robust Beamforming for Multi-Antenna Broadcast System with Per-Antenna Power Constraints and Quantized CDI
In this paper, we investigate the robust beamforming schemes for a multi...
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03/09/2020
Mechanism design for large scale systems
In this paper, we consider infinite number of non atomic self-interested...
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02/20/2020
Captioning Images Taken by People Who Are Blind
While an important problem in the vision community is to design algorith...
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11/11/2019
Seismic data interpolation based on U-net with texture loss
Missing traces in acquired seismic data is a common occurrence during th...
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09/03/2019
PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block
In many real-time applications, the deployment of deep neural networks i...
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04/15/2019
When Tesla Meets Nash: Wireless Power Provision as a Public Good
The wireless power transfer (WPT) technology enables a cost-effective an...
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04/15/2019
How to Price Fresh Data
We introduce the concept of a fresh data market, in which a destination ...
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01/29/2019
Efficient Network Sharing with Asymmetric Constraint Information
Network sharing has become a key feature of various enablers of the next...
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01/10/2019
Multi-Granularity Reasoning for Social Relation Recognition from Images
Discovering social relations in images can make machines better interpre...
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12/02/2018
Predicting Inpatient Discharge Prioritization With Electronic Health Records
Identifying patients who will be discharged within 24 hours can improve ...
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11/15/2018
Hair-GANs: Recovering 3D Hair Structure from a Single Image
We introduce Hair-GANs, an architecture of generative adversarial networ...
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09/09/2018
Hybrid Pricing for Mobile Collaborative Internet Access
Mobile Collaborative Internet Access (MCA) enables mobile users to share...
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08/27/2018
Cooperative Communication based Connectivity Recovery for UAV Networks
UAV networks often partition into separated clusters due to the high nod...
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07/23/2018
Recent Advances in Convolutional Neural Network Acceleration
In recent years, convolutional neural networks (CNNs) have shown great p...
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05/01/2018
Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition
In recent years, intelligent fault diagnosis algorithms using machine le...
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12/18/2017
Index Modulation for 5G: Striving to Do More with Less
The fifth generation (5G) wireless communications brag both high spectru...
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07/31/2017
Bearing fault diagnosis under varying working condition based on domain adaptation
Traditional intelligent fault diagnosis of rolling bearings work well on...
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07/11/2017