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09/05/2023
Dynamic Early Exiting Predictive Coding Neural Networks
Internet of Things (IoT) sensors are nowadays heavily utilized in variou...
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08/31/2023
Dynamic nsNet2: Efficient Deep Noise Suppression with Early Exiting
Although deep learning has made strides in the field of deep noise suppr...
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08/31/2023
Multi-Objective Decision Transformers for Offline Reinforcement Learning
Offline Reinforcement Learning (RL) is structured to derive policies fro...
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04/13/2023
Communications-Aware Robotics: Challenges and Opportunities
The use of Unmanned Ground Vehicles (UGVs) and Unmanned Aerial Vehicles ...
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04/07/2023
EPINN-NSE: Enhanced Physics-Informed Neural Networks for Solving Navier-Stokes Equations
Fluid mechanics is a fundamental field in engineering and science. Solvi...
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02/09/2023
Optimum Trajectory Planning for Multi-Rotor UAV Relays with Tilt and Antenna Orientation Variations
Multi-rotor Unmanned Aerial Vehicles (UAVs) need to tilt in order to mov...
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09/28/2022
Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models
Recently, Supervised Contrastive Learning (SCL) has been shown to achiev...
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07/29/2022
KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach
Knowledge Graph (KG) completion is an important task that greatly benefi...
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09/03/2021
Leveraging Open Threat Exchange (OTX) to Understand Spatio-Temporal Trends of Cyber Threats: Covid-19 Case Study
Understanding the properties exhibited by Spatial-temporal evolution of ...
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07/15/2020
GraphCL: Contrastive Self-Supervised Learning of Graph Representations
We propose Graph Contrastive Learning (GraphCL), a general framework for...
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03/09/2020
NoSQL Databases: Yearning for Disambiguation
The demanding requirements of the new Big Data intensive era raised the ...
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12/23/2018
Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery
We present a novel approach to perform ground-based estimation and predi...
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12/23/2018
Exploratory Data Analysis of a Network Telescope Traffic and Prediction of Port Probing Rates
Understanding the properties exhibited by large scale network probing tr...
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05/21/2018
Robotic Mobility Diversity Algorithm with Continuous Search Space
Small scale fading makes the wireless channel gain vary significantly ov...
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05/21/2018