Siamese neural networks: An overview

D Chicco - Artificial neural networks, 2021 - Springer
Similarity has always been a key aspect in computer science and statistics. Any time two
element vectors are compared, many different similarity approaches can be used …

An overview of voice conversion and its challenges: From statistical modeling to deep learning

B Sisman, J Yamagishi, S King… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
Speaker identity is one of the important characteristics of human speech. In voice
conversion, we change the speaker identity from one to another, while kee** the linguistic …

Poly kernel inception network for remote sensing detection

X Cai, Q Lai, Y Wang, W Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Object detection in remote sensing images (RSIs) often suffers from several increasing
challenges including the large variation in object scales and the diverse-ranging context …

Discovering biomarkers associated and predicting cardiovascular disease with high accuracy using a novel nexus of machine learning techniques for precision …

W DeGroat, H Abdelhalim, K Patel, D Mendhe… - Scientific reports, 2024 - nature.com
Personalized interventions are deemed vital given the intricate characteristics,
advancement, inherent genetic composition, and diversity of cardiovascular diseases …

Privacy-enhanced federated learning against poisoning adversaries

X Liu, H Li, G Xu, Z Chen, X Huang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Federated learning (FL), as a distributed machine learning setting, has received
considerable attention in recent years. To alleviate privacy concerns, FL essentially …