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Convolution

CO-IRv2: Optimized InceptionResNetV2 for COVID-19 detection from chest CT images

M. Rubaiyat Hossain Mondal, Subrato Bharati, Prajoy Podder

published 28 Oct 2021

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Region-aggregated attention CNN for disease detection in fruit images

Chang Hee Han, Eal Kim, Tan Nhu Nhat Doan, Dongil Han, Seong Joon Yoo, Jin Tae Kwak

published 25 Oct 2021

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An improved deep learning model for hierarchical classification of protein families

Pahalage Dhanushka Sandaruwan, Champi Thusangi Wannige

published 20 Oct 2021

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Real-time lane detection model based on non bottleneck skip residual connections and attention pyramids

Lichao Chen, Xiuzhi Xu, Lihu Pan, Jianfang Cao, Xiaoming Li

published 19 Oct 2021

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Relation classification via BERT with piecewise convolution and focal loss

Jianyi Liu, Xi Duan, Ru Zhang, Youqiang Sun, Lei Guan, Bingjie Lin

published 10 Sep 2021

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HDC-Net: A hierarchical dilation convolutional network for retinal vessel segmentation

Xiaolong Hu, Liejun Wang, Shuli Cheng, Yongming Li

published 07 Sep 2021

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Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN)

Maleika Heenaye-Mamode Khan, Nazmeen Boodoo-Jahangeer, Wasiimah Dullull, Shaista Nathire, Xiaohong Gao, G. R. Sinha, Kapil Kumar Nagwanshi

published 26 Aug 2021

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Rotating machinery fault diagnosis based on a novel lightweight convolutional neural network

Jing Yan, Tingliang Liu, Xinyu Ye, Qianzhen Jing, Yuannan Dai

published 26 Aug 2021

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Multi-scale Xception based depthwise separable convolution for single image super-resolution

Wazir Muhammad, Supavadee Aramvith, Takao Onoye

published 23 Aug 2021

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Forecasting renewable energy for environmental resilience through computational intelligence

Mansoor Khan, Essam A. Al-Ammar, Muhammad Rashid Naeem, Wonsuk Ko, Hyeong-Jin Choi, Hyun-Koo Kang

published 20 Aug 2021

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Efficient, high-performance semantic segmentation using multi-scale feature extraction

Moritz Knolle, Georgios Kaissis, Friederike Jungmann, Sebastian Ziegelmayer, Daniel Sasse, Marcus Makowski, Daniel Rueckert, Rickmer Braren

published 19 Aug 2021

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A stereo matching algorithm based on the improved PSMNet

Zedong Huang, Jinan Gu, Jing Li, Xuefei Yu

published 19 Aug 2021

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Compressing deep graph convolution network with multi-staged knowledge distillation

Junghun Kim, Jinhong Jung, U. Kang

published 13 Aug 2021

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