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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

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

Giuliano Armano, Andrea Manconi

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

Su Hyun Lee, JiHwan Lee, [ ... ], Seok Won Chung

Mitigating carbon footprint for knowledge distillation based deep learning model compression

Kazi Rafat, Sadia Islam, [ ... ], Nabeel Mohammed

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

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

LiteGaze: Neural architecture search for efficient gaze estimation

Xinwei Guo, Yong Wu, Jingjing Miao, Yang Chen

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

Ahmed Youssef Ali Amer

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

Meng Wang, Zongwei Yang, [ ... ], Chengbin Guo

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

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

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

Jianfang Cao, Zeyu Chen, Mengyan Jin, Yun Tian

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

A novel adaptive network intrusion detection system for internet of things

Parthiban Aravamudhan, Kanimozhi T

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

Thomas G. Mayerhöfer, Isao Noda, [ ... ], Jürgen Popp

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