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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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Contrastive Test-Time Adaptation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.295-305

2022

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The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Computer graphics forum, 2020-06, Vol.39 (3), p.713-756

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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A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing

ACM transactions on sensor networks, 2023-05

2023

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Continual Test-Time Domain Adaptation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.7191-7201

2022

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Multi-level Feature Learning for Contrastive Multi-view Clustering

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.16030-16039

2022

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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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GroupViT: Semantic Segmentation Emerges from Text Supervision

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.18113-18123

2022

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End-to-end Generative Pretraining for Multimodal Video Captioning

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.17938-17947

2022

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A Unified Objective for Novel Class Discovery

2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021, p.9264-9272

2021

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A novel method based on deep transfer unsupervised learning network for bearing fault diagnosis under variable working condition of unequal quantity

Knowledge-based systems, 2022-04, Vol.242, p.108381, Article 108381

2022

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DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.2416-2425

2022

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DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, Vol.2022, p.20792-20802

2022

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Selective-Supervised Contrastive Learning with Noisy Labels

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.316-325

2022

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Mol2vec: Unsupervised Machine Learning Approach with Chemical Intuition

Journal of chemical information and modeling, 2018-01, Vol.58 (1), p.27-35

2018

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

IEEE transactions on computer-aided design of integrated circuits and systems, 2023-08, p.1-1

2023

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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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Backdoor Attacks on Self-Supervised Learning

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.13327-13336

2022

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A machine learning approach based on generative topographic mapping for disruption prevention and avoidance at JET

Nuclear fusion, 2019-10, Vol.59 (10), p.106017

2019

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Information Theory for Data Science

Suh, Changho

2023

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Sound-Guided Semantic Image Manipulation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.3367-3376

2022

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DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.18780-18790

2022

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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

Contrastive Test-Time Adaptation

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

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

A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing

Continual Test-Time Domain Adaptation

Multi-level Feature Learning for Contrastive Multi-view Clustering

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

GroupViT: Semantic Segmentation Emerges from Text Supervision

End-to-end Generative Pretraining for Multimodal Video Captioning

A Unified Objective for Novel Class Discovery

A novel method based on deep transfer unsupervised learning network for bearing fault diagnosis under variable working condition of unequal quantity

DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis

Selective-Supervised Contrastive Learning with Noisy Labels

Mol2vec: Unsupervised Machine Learning Approach with Chemical Intuition

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

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

Backdoor Attacks on Self-Supervised Learning

A machine learning approach based on generative topographic mapping for disruption prevention and avoidance at JET

Information Theory for Data Science

Sound-Guided Semantic Image Manipulation

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification

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