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01/30/2022
Aggregating Global Features into Local Vision Transformer
Local Transformer-based classification models have recently achieved pro...
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12/10/2021
A Discriminative Channel Diversification Network for Image Classification
Channel attention mechanisms in convolutional neural networks have been ...
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05/03/2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation
Colonoscopy is a procedure to detect colorectal polyps which are the pri...
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04/22/2021
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations
Colorectal cancer (CRC) is one of the most common types of cancer with a...
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08/24/2020
Classification of Noncoding RNA Elements Using Deep Convolutional Neural Networks
The paper proposes to employ deep convolutional neural networks (CNNs) t...
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07/12/2020