MGMSN: Multi-Granularity Matching Model Based on Siamese Neural Network. [PDF]
Wang X, Yang H.
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Audio Deepfake Detection Using Deep Learning
This study introduces an enhanced Siamese convolutional neural network (Siamese CNN) architecture with a novel StacLoss function and self‐attention modules for efficient identification of audio deepfakes. Our module directly compares unprocessed original
Ousama A. Shaaban, Remzi Yildirim
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Autonomous face mask detection using single shot multibox detector, and ResNet-50 with identity retrieval through face matching using deep siamese neural network. [PDF]
Vignesh Baalaji S +5 more
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The complexity and diversity brought by the distributed architecture of the new generation electric information collection system have deepened the difficulty of constructing evaluation verification index systems and quality evaluation models.
Jian Dou, Xuan Liu, Xingqi Liu, Bin Xu
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This study explores the potential of using a Siamese Network as a biomarker for assessing the effectiveness of Dolphin-Assisted Therapy (DAT) in children with Spastic Cerebral Palsy (SCP).
Jesús Jaime Moreno Escobar +4 more
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Accurate prediction of virus-host protein-protein interactions via a Siamese neural network using deep protein sequence embeddings. [PDF]
Madan S +4 more
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A Siamese network optimization using genetic algorithm for brain diseases
The complex nature of human brain tissues is important in ensuring accurate diagnosis to save human lives. Research on early detection of brain diseases has gained significant prominence within medical intelligence using highly complex model ...
Amal Saif +2 more
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MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients. [PDF]
Shorfuzzaman M, Hossain MS.
europepmc +1 more source
COVID-19 Diagnosis from Chest X-ray Images Using a Robust Multi-Resolution Analysis Siamese Neural Network with Super-Resolution Convolutional Neural Network. [PDF]
Monday HN +6 more
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