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08/02/2023
Particle swarm optimization with state-based adaptive velocity limit strategy
Velocity limit (VL) has been widely adopted in many variants of particle...
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08/01/2023
Artificial-Intelligence-Based Hybrid Extended Phase Shift Modulation for the Dual Active Bridge Converter with Full ZVS Range and Optimal Efficiency
Dual active bridge (DAB) converter is the key enabler in many popular ap...
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07/17/2023
URLLC in IRS-Aided MIMO Systems: Finite Blocklength Analysis and Design
This paper investigates the ultra reliable and low latency communication...
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06/25/2023
SHISRCNet: Super-resolution And Classification Network For Low-resolution Breast Cancer Histopathology Image
The rapid identification and accurate diagnosis of breast cancer, known ...
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04/06/2023
RFAConv: Innovating Spatital Attention and Standard Convolutional Operation
Spatial attention has been demonstrated to enable convolutional neural n...
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02/20/2023
Zero-Shot Information Extraction via Chatting with ChatGPT
Zero-shot information extraction (IE) aims to build IE systems from the ...
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01/18/2023
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection
The introduction of ChatGPT has garnered widespread attention in both ac...
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12/23/2022
Bring Your Own View: Graph Neural Networks for Link Prediction with Personalized Subgraph Selection
Graph neural networks (GNNs) have received remarkable success in link pr...
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11/04/2022
Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech
Stuttering is a speech disorder where the natural flow of speech is inte...
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10/24/2022
An Effective Approach for Multi-label Classification with Missing Labels
Compared with multi-class classification, multi-label classification tha...
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09/08/2022
ReX: A Framework for Generating Local Explanations to Recurrent Neural Networks
We propose a general framework to adapt various local explanation techni...
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09/01/2022
Secrecy Analysis for IRS-aided Wiretap MIMO Communications: Fundamental Limits and System Design
In order to meet the demands of future innovative applications, many eff...
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12/22/2021
GAN Based Boundary Aware Classifier for Detecting Out-of-distribution Samples
This paper focuses on the problem of detecting out-of-distribution (ood)...
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11/25/2021
Amortized Prompt: Lightweight Fine-Tuning for CLIP in Domain Generalization
Domain generalization (DG) is a difficult transfer learning problem aimi...
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11/23/2021
CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning
Labels are costly and sometimes unreliable. Noisy label learning, semi-s...
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10/05/2021
Cellular Network Radio Propagation Modeling with Deep Convolutional Neural Networks
Radio propagation modeling and prediction is fundamental for modern cell...
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05/04/2021
GT-STORM: Taming Sample, Communication, and Memory Complexities in Decentralized Non-Convex Learning
Decentralized nonconvex optimization has received increasing attention i...
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11/22/2019
Finite-Time 4-Expert Prediction Problem
We explicitly solve the nonlinear PDE that is the continuous limit of dy...
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11/01/2019
Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting
As a new way of human-computer interaction, inertial sensor based in-air...
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11/07/2018
Iterative Marginal Maximum Likelihood DOD and DOA Estimation for MIMO Radar in the Presence of SIRP Clutter
The spherically invariant random process (SIRP) clutter model is commonl...
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05/24/2018
Taming Convergence for Asynchronous Stochastic Gradient Descent with Unbounded Delay in Non-Convex Learning
Understanding the convergence performance of asynchronous stochastic gra...
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08/10/2017
