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Siamese Neural Networks: An Overview

Methods in molecular biology (Clifton, N.J.), 2021-01, Vol.2190, p.73

Chicco, Davide

2021

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I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems

Applied intelligence (Dordrecht, Netherlands), 2021-02, Vol.51 (2), p.1133-1151

2021

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A Channel Adaptive Dual Siamese Network for Hyperspectral Object Tracking

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1-1

2024

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A Novel Approach to Wind Turbine Blade Icing Detection With Limited Sensor Data via Spatiotemporal Attention Siamese Network

IEEE transactions on industrial informatics, 2024-06, Vol.20 (6), p.8993-9005

2024

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A Two-stage Deep Domain Adaptation Method for Hyperspectral Image Classification

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (7), p.1054

2020

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Person Re-Identification by Siamese Network

Inteligencia artificial, 2023-03, Vol.26 (71), p.25-33

2023

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Siamese Adversarial Network for image classification of heavy mineral grains

Computers & geosciences, 2022-02, Vol.159, p.105016, Article 105016

2022

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Siamese convolutional neural network-based approach towards universal image forensics

IET image processing, 2020-11, Vol.14 (13), p.3105-3116

2020

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Consistency regularization for deep semi-supervised clustering with pairwise constraints

International journal of machine learning and cybernetics, 2022-11, Vol.13 (11), p.3359-3372

2022

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Transfer learning and siamese neural network based identification of geochemical anomalies for mineral exploration: A case study from the Cu Au deposit in the NW Junggar area of northern Xinjiang Province, China

Journal of geochemical exploration, 2022-01, Vol.232, p.106904, Article 106904

2022

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Apple leaf disease recognition method based on Siamese dilated Inception network with less training samples

Computers and electronics in agriculture, 2023-10, Vol.213, p.108188, Article 108188

2023

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SiamADT: Siamese Attention and Deformable Features Fusion Network for Visual Object Tracking

Neural processing letters, 2023-12, Vol.55 (6), p.7933-7950

2023

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Domain Adaptation for Object Classification in Point Clouds via Asymmetrical Siamese and Conditional Adversarial Network

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-1

2022

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Bearing remaining useful life prediction using self-adaptive graph convolutional networks with self-attention mechanism

Mechanical systems and signal processing, 2023-04, Vol.188, p.110010, Article 110010

2023

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MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients

Pattern recognition, 2021-05, Vol.113, p.107700-107700, Article 107700

2021

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The sketchy database: learning to retrieve badly drawn bunnies

ACM transactions on graphics, 2016-07, Vol.35 (4), p.1-12

2016

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High-speed Bearing Health Monitoring Method Based on Attention Mechanism Optimized Siamese Deep Residual Network

IEEE sensors journal, 2023-10, Vol.23 (19), p.1-1

2023

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Distilled Siamese Networks for Visual Tracking

IEEE transactions on pattern analysis and machine intelligence, 2022-12, Vol.44 (12), p.8896-8909

2022

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SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion

Journal of Geophysical Research: Machine Learning and Computation, 2024-09, Vol.1 (3), p.n/a

2024

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SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation

IEEE transactions on cybernetics, 2020-09, Vol.50 (9), p.3855-3865

2020

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A Transformer-based network with adaptive spatial prior for visual tracking

Neurocomputing (Amsterdam), 2024-11, p.128821, Article 128821

2024

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Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems

IEEE transactions on industrial informatics, 2021-08, Vol.17 (8), p.5790-5798

2021

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LGSleepNet: an Automatic Sleep Staging Model Based on Local and Global Representation Learning

IEEE transactions on instrumentation and measurement, 2023-01, Vol.72, p.1-1

2023

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Tracking in tracking: An efficient method to solve the tracking distortion

Engineering applications of artificial intelligence, 2024-09, Vol.135, p.108698, Article 108698

2024

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Siamese Neural Networks: An Overview

I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems

A Channel Adaptive Dual Siamese Network for Hyperspectral Object Tracking

A Novel Approach to Wind Turbine Blade Icing Detection With Limited Sensor Data via Spatiotemporal Attention Siamese Network

A Two-stage Deep Domain Adaptation Method for Hyperspectral Image Classification

Person Re-Identification by Siamese Network

Siamese Adversarial Network for image classification of heavy mineral grains

Siamese convolutional neural network-based approach towards universal image forensics

Consistency regularization for deep semi-supervised clustering with pairwise constraints

Transfer learning and siamese neural network based identification of geochemical anomalies for mineral exploration: A case study from the Cu Au deposit in the NW Junggar area of northern Xinjiang Province, China

Apple leaf disease recognition method based on Siamese dilated Inception network with less training samples

SiamADT: Siamese Attention and Deformable Features Fusion Network for Visual Object Tracking

Domain Adaptation for Object Classification in Point Clouds via Asymmetrical Siamese and Conditional Adversarial Network

Bearing remaining useful life prediction using self-adaptive graph convolutional networks with self-attention mechanism

MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients

The sketchy database: learning to retrieve badly drawn bunnies

High-speed Bearing Health Monitoring Method Based on Attention Mechanism Optimized Siamese Deep Residual Network

Distilled Siamese Networks for Visual Tracking

SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images

SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion

SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation

A Transformer-based network with adaptive spatial prior for visual tracking

Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems

LGSleepNet: an Automatic Sleep Staging Model Based on Local and Global Representation Learning

Tracking in tracking: An efficient method to solve the tracking distortion

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