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09/17/2023
Efficient Pyramid Channel Attention Network for Pathological Myopia Detection
Pathological myopia (PM) is the leading ocular disease for impaired visi...
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09/11/2023
Reaction coordinate flows for model reduction of molecular kinetics
In this work, we introduce a flow based machine learning approach, calle...
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08/23/2023
Enhancing cardiovascular risk prediction through AI-enabled calcium-omics
Background. Coronary artery calcium (CAC) is a powerful predictor of maj...
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08/22/2023
Information Bottleneck Revisited: Posterior Probability Perspective with Optimal Transport
Information bottleneck (IB) is a paradigm to extract information in one ...
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08/19/2023
RIS-assisted High-Speed Railway Integrated Sensing and Communication System
One technology that has the potential to improve wireless communications...
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08/14/2023
MM-GEF: Multi-modal representation meet collaborative filtering
In modern e-commerce, item content features in various modalities offer ...
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08/06/2023
AI-GOMS: Large AI-Driven Global Ocean Modeling System
Ocean modeling is a powerful tool for simulating the physical, chemical,...
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07/22/2023
Intelligent Remote Sensing Image Quality Inspection System
Quality inspection is a necessary task before putting any remote sensing...
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07/03/2023
Wasserstein-1 distance and nonuniform Berry-Esseen bound for a supercritical branching process in a random environment
Let (Z_n)_n≥ 0 be a supercritical branching process in an independent an...
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06/27/2023
Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA
Features of pericoronary adipose tissue (PCAT) assessed from coronary co...
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06/21/2023
Rényi–Sobolev Inequalities and Connections to Spectral Graph Theory
In this paper, we generalize the log-Sobolev inequalities to Rényi–Sobol...
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05/31/2023
Parameterized Wasserstein Hamiltonian Flow
In this work, we propose a numerical method to compute the Wasserstein H...
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05/25/2023
Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback
Generating and editing a 3D scene guided by natural language poses a cha...
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05/19/2023
PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction
In this paper, we investigate the challenge of spatio-temporal video pre...
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05/06/2023
Asynchronous multi-class traffic management in wide area networks
The emergence of new applications brings multi-class traffic with divers...
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05/04/2023
Variations on a Theme by Blahut and Arimoto
The Blahut-Arimoto (BA) algorithm has played a fundamental role in the n...
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04/25/2023
Efficient Bayesian inference using physics-informed invertible neural networks for inverse problems
In the paper, we propose a novel approach for solving Bayesian inverse p...
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03/08/2023
Immune Defense: A Novel Adversarial Defense Mechanism for Preventing the Generation of Adversarial Examples
The vulnerability of Deep Neural Networks (DNNs) to adversarial examples...
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03/06/2023
Joint Optimization of Relay Selection and Transmission Scheduling for UAV-Aided mmWave Vehicular Networks
To deal with the explosive growth of mobile traffic, millimeter-wave (mm...
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02/22/2023
Do We Really Need Complicated Model Architectures For Temporal Networks?
Recurrent neural network (RNN) and self-attention mechanism (SAM) are th...
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02/11/2023
Network-Assisted Full-Duplex Cell-Free mmWave Massive MIMO Systems with DAC Quantization and Fronthaul Compression
In this paper, we investigate network-assisted full-duplex (NAFD) cell-f...
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02/07/2023
IB-UQ: Information bottleneck based uncertainty quantification for neural function regression and neural operator learning
In this paper, a novel framework is established for uncertainty quantifi...
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01/31/2023
Tight Data Access Bounds for Private Top-k Selection
We study the top-k selection problem under the differential privacy mode...
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01/28/2023
A Closer Look at Few-shot Classification Again
Few-shot classification consists of a training phase where a model is le...
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12/21/2022
MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning
Learning effective motion features is an essential pursuit of video repr...
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12/20/2022
A Communication Optimal Transport Approach to the Computation of Rate Distortion Functions
In this paper, we propose a new framework named Communication Optimal Tr...
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12/15/2022
Online Handbook of Argumentation for AI: Volume 3
This volume contains revised versions of the papers selected for the thi...
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12/06/2022
A Realizable GAS-based Quantum Algorithm for Traveling Salesman Problem
The paper proposes a quantum algorithm for the traveling salesman proble...
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12/03/2022
An ADMM-Incorporated Latent Factorization of Tensors Method for QoS Prediction
As the Internet developed rapidly, it is important to choose suitable we...
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11/28/2022
RIS-assisted Scheduling for High-Speed Railway Secure Communications
With the rapid development of high-speed railway systems and railway wir...
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10/17/2022
Track Targets by Dense Spatio-Temporal Position Encoding
In this work, we propose a novel paradigm to encode the position of targ...
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10/16/2022
A Uniquely Solvable, Positivity-Preserving and Unconditionally Energy Stable Numerical Scheme for the Functionalized Cahn-Hilliard Equation with Logarithmic Potential
We propose and analyze a first-order finite difference scheme for the fu...
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10/04/2022
Enhancing Spatiotemporal Prediction Model using Modular Design and Beyond
Predictive learning uses a known state to generate a future state over a...
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09/12/2022
FP8 Formats for Deep Learning
FP8 is a natural progression for accelerating deep learning training inf...
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08/30/2022
AVMiner: Expansible and Semantic-Preserving Anti-Virus Labels Mining Method
With the increase in the variety and quantity of malware, there is an ur...
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08/17/2022
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction
Target-oriented Opinion Words Extraction (TOWE) is a fine-grained sentim...
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08/16/2022
Direct Sum Theorems From Fortification
We revisit the direct sum theorems in communication complexity which ask...
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08/16/2022
An Optimal Transport Approach to the Computation of the LM Rate
Mismatch capacity characterizes the highest information rate for a chann...
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08/16/2022
The Moment Passing Method for Wireless Channel Capacity Estimation
Wireless network capacity can be regarded as the most important performa...
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08/14/2022
β-Divergence-Based Latent Factorization of Tensors model for QoS prediction
A nonnegative latent factorization of tensors (NLFT) model can well mode...
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08/08/2022
Distinctive Image Captioning via CLIP Guided Group Optimization
Image captioning models are usually trained according to human annotated...
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08/04/2022
A novel robot calibration method with plane constraint based on dial indicator
In pace with the electronic technology development and the production te...
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07/21/2022
A Labelled Sequent Calculus for Public Announcement Logic
Public announcement logic(PAL) is an extension of epistemic logic (EL) w...
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06/23/2022
The Effective Sample Size in Bayesian Information Criterion for Level-Specific Fixed and Random Effects Selection in a Two-Level Nested Model
Popular statistical software provides Bayesian information criterion (BI...
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06/20/2022
Walking to Hide: Privacy Amplification via Random Message Exchanges in Network
The *shuffle model* is a powerful tool to amplify the privacy guarantees...
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06/04/2022
All One Needs to Know about Priors for Deep Image Restoration and Enhancement: A Survey
Image restoration and enhancement is a process of improving the image qu...
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05/30/2022
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles
Driven by the ever-increasing requirements of autonomous vehicles, such ...
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05/28/2022
Triple-Band Scheduling with Millimeter Wave and Terahertz Bands for Wireless Backhaul
With the explosive growth of mobile traffic demand, densely deployed sma...
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05/19/2022
Comparison on the criticality parameters for two supercritical branching processes in random environments
Let {Z_1,n , n≥ 0} and {Z_2,n, n≥ 0} be two supercritical branching proc...
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05/19/2022