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Deep learning

An object detection algorithm combining self-attention and YOLOv4 in traffic scene

Kewei Lu, Fengkui Zhao, Xiaomei Xu, Yong Zhang

published 18 May 2023

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Devising novel performance measures for assessing the behavior of multilayer perceptrons trained on regression tasks

Giuliano Armano, Andrea Manconi

published 18 May 2023

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Automated 3-dimensional MRI segmentation for the posterosuperior rotator cuff tear lesion using deep learning algorithm

Su Hyun Lee, JiHwan Lee, Kyung-Soo Oh, Jong Pil Yoon, Anna Seo, YoungJin Jeong, Seok Won Chung

published 18 May 2023

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Mitigating carbon footprint for knowledge distillation based deep learning model compression

Kazi Rafat, Sadia Islam, Abdullah Al Mahfug, Md. Ismail Hossain, Fuad Rahman, Sifat Momen, Shafin Rahman, Nabeel Mohammed

published 15 May 2023

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Causal speech enhancement using dynamical-weighted loss and attention encoder-decoder recurrent neural network

Fahad Khalil Peracha, Muhammad Irfan Khattak, Nema Salem, Nasir Saleem

published 11 May 2023

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LiteGaze: Neural architecture search for efficient gaze estimation

Xinwei Guo, Yong Wu, Jingjing Miao, Yang Chen

published 01 May 2023

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Global-local least-squares support vector machine (GLocal-LS-SVM)

Ahmed Youssef Ali Amer

published 27 Apr 2023

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Prediction of road dust concentration in open-pit coal mines based on multivariate mixed model

Meng Wang, Zongwei Yang, Caiwang Tai, Fan Zhang, Qiaofeng Zhang, Kejun Shen, Chengbin Guo

published 26 Apr 2023

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Offline text-independent writer identification using a codebook with structural features

Bashar Q. Ahmed, Yaser F. Hassan, Ashraf S. Elsayed

published 25 Apr 2023

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An improved defocusing adaptive style transfer method based on a stroke pyramid

Jianfang Cao, Zeyu Chen, Mengyan Jin, Yun Tian

published 24 Apr 2023

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Do you get what you see? Insights of using mAP to select architectures of pretrained neural networks for automated aerial animal detection

Mael Moreni, Jerome Theau, Samuel Foucher

published 24 Apr 2023

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A novel adaptive network intrusion detection system for internet of things

Parthiban Aravamudhan, Kanimozhi T

published 21 Apr 2023

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Correcting systematic errors by hybrid 2D correlation loss functions in nonlinear inverse modelling

Thomas G. Mayerhöfer, Isao Noda, Susanne Pahlow, Rainer Heintzmann, Jürgen Popp

published 20 Apr 2023

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