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Unsupervised Person Re-Identification by Deep Asymmetric Metric Embedding

IEEE transactions on pattern analysis and machine intelligence, 2020-04, Vol.42 (4), p.956-973

2020

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Unsupervised K-Means Clustering Algorithm

IEEE access, 2020, Vol.8, p.80716-80727

2020

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Unsupervised Deep Image Fusion With Structure Tensor Representations

IEEE transactions on image processing, 2020-01, Vol.29, p.3845-3858

2020

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Remote Sensing Image Scene Classification: Benchmark and State of the Art

Proceedings of the IEEE, 2017-10, Vol.105 (10), p.1865-1883

2017

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Deep Self-Evolution Clustering

IEEE transactions on pattern analysis and machine intelligence, 2020-04, Vol.42 (4), p.809-823

2020

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A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

Proceedings of the IEEE, 2021-03, Vol.109 (3), p.204-246

2021

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Physics-driven Deep Learning Inversion for Direct Current Resistivity Survey Data

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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Volltext

Dietary Patterns Associated with Diabetes in an Older Population from Southern Italy Using an Unsupervised Learning Approach

Sensors (Basel, Switzerland), 2022-03, Vol.22 (6), p.2193

2022

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PET Image Reconstruction Using Deep Image Prior

IEEE transactions on medical imaging, 2019-07, Vol.38 (7), p.1655-1665

2019

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Volltext

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

IEEE transactions on medical imaging, 2019-08, Vol.38 (8), p.1777-1787

2019

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Discriminatively Unsupervised Learning Person Re-Identification via Considering Complicated Images

Sensors (Basel, Switzerland), 2023-03, Vol.23 (6), p.3259

2023

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Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network

IEEE transactions on medical imaging, 2022-09, Vol.41 (9), p.2414-2431

2022

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Channel Parameter and Read Reference Voltages Estimation in 3-D NAND Flash Memory Using Unsupervised Learning Algorithms

IEEE transactions on computer-aided design of integrated circuits and systems, 2024-01, Vol.43 (1), p.305-318

2024

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An Area- and Energy-Efficient Spiking Neural Network With Spike-Time-Dependent Plasticity Realized With SRAM Processing-in-Memory Macro and On-Chip Unsupervised Learning

IEEE transactions on biomedical circuits and systems, 2023-02, Vol.17 (1), p.92-104

2023

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DOA Estimation Method Based on Unsupervised Learning Network with Threshold Capon Spectrum Weighted Penalty

IEEE signal processing letters, 2024-01, Vol.31, p.1-5

2024

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Quantum Machine Learning Applications in High-Energy Physics (Invited Paper)

2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2022, p.1-5

2022

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Optimal Tuning of Memristor Conductance Variation in Spiking Neural Networks for Online Unsupervised Learning

IEEE transactions on electron devices, 2019-06, Vol.66 (6), p.2844-2849

2019

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Volltext

A Feature Learning and Object Recognition Framework for Underwater Fish Images

IEEE transactions on image processing, 2016-04, Vol.25 (4), p.1862-1872

2016

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Volltext

Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps

IEEE journal of selected topics in signal processing, 2020-10, Vol.14 (6), p.1265-1279

2020

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Volltext

Traffic Risk Mining From Heterogeneous Road Statistics

IEEE transactions on intelligent transportation systems, 2018-11, Vol.19 (11), p.3662-3675

2018

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Unsupervised Multi-View K-Means Clustering Algorithm

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Unsupervised Learning of Auroral Optical Flow for Recognition of Poleward Moving Auroral Forms

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-11

2022

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Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2021-06, Vol.68 (6), p.2086-2100

2021

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SAGES: Scalable Attributed Graph Embedding With Sampling for Unsupervised Learning

IEEE transactions on knowledge and data engineering, 2023-05, Vol.35 (5), p.5216-5229

2023

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Incremental Unsupervised Domain-Adversarial Training of Neural Networks

IEEE transaction on neural networks and learning systems, 2021-11, Vol.32 (11), p.4864-4878

2021

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Volltext

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Unsupervised Person Re-Identification by Deep Asymmetric Metric Embedding

Unsupervised K-Means Clustering Algorithm

Unsupervised Deep Image Fusion With Structure Tensor Representations

Remote Sensing Image Scene Classification: Benchmark and State of the Art

Deep Self-Evolution Clustering

A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

Physics-driven Deep Learning Inversion for Direct Current Resistivity Survey Data

Dietary Patterns Associated with Diabetes in an Older Population from Southern Italy Using an Unsupervised Learning Approach

PET Image Reconstruction Using Deep Image Prior

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

Discriminatively Unsupervised Learning Person Re-Identification via Considering Complicated Images

Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network

Channel Parameter and Read Reference Voltages Estimation in 3-D NAND Flash Memory Using Unsupervised Learning Algorithms

An Area- and Energy-Efficient Spiking Neural Network With Spike-Time-Dependent Plasticity Realized With SRAM Processing-in-Memory Macro and On-Chip Unsupervised Learning

DOA Estimation Method Based on Unsupervised Learning Network with Threshold Capon Spectrum Weighted Penalty

Quantum Machine Learning Applications in High-Energy Physics (Invited Paper)

Optimal Tuning of Memristor Conductance Variation in Spiking Neural Networks for Online Unsupervised Learning

A Feature Learning and Object Recognition Framework for Underwater Fish Images

Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps

Traffic Risk Mining From Heterogeneous Road Statistics

Unsupervised Multi-View K-Means Clustering Algorithm

Unsupervised Learning of Auroral Optical Flow for Recognition of Poleward Moving Auroral Forms

Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal

SAGES: Scalable Attributed Graph Embedding With Sampling for Unsupervised Learning

Incremental Unsupervised Domain-Adversarial Training of Neural Networks

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