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IFL-GAN: Improved Federated Learning Generative Adversarial Network With Maximum Mean Discrepancy Model Aggregation

IEEE transaction on neural networks and learning systems, 2023-12, Vol.34 (12), p.10502-10515

2023

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IEEE_Xplore

Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.7180-7184

2019

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IEEE_Xplore

Accurate Periocular Recognition Under Less Constrained Environment Using Semantics-Assisted Convolutional Neural Network

IEEE transactions on information forensics and security, 2017-05, Vol.12 (5), p.1017-1030

2017

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IEEE_Xplore

A New Training Data Organization Form and Training Mode for Unbiased Scene Graph Generation

IEEE transactions on circuits and systems for video technology, 2024-07, Vol.34 (7), p.5295-5305

2024

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IEEE_Xplore

Mining Data Impressions From Deep Models as Substitute for the Unavailable Training Data

IEEE transactions on pattern analysis and machine intelligence, 2022-11, Vol.44 (11), p.8465-8481

2022

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IEEE_Xplore

Interactive Reweighting for Mitigating Label Quality Issues

IEEE transactions on visualization and computer graphics, 2024-03, Vol.30 (3), p.1837-1852

2024

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IEEE_Xplore

RGBT Tracking via Challenge-Based Appearance Disentanglement and Interaction

IEEE transactions on image processing, 2024, Vol.33, p.1753-1767

2024

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IEEE_Xplore

Land cover fraction mapping across global biomes with Landsat data, spatially generalized regression models and spectral-temporal metrics

Remote sensing of environment, 2024-09, Vol.311, p.114260, Article 114260

2024

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A Mutual Guide Framework for Training Hyperspectral Image Classifiers With Small Data

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-17

2022

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IEEE_Xplore

SAR Target Recognition With Limited Training Data Based on Angular Rotation Generative Network

IEEE geoscience and remote sensing letters, 2020-11, Vol.17 (11), p.1928-1932

2020

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IEEE_Xplore

Unsupervised Single Image Deraining with Self-Supervised Constraints

2019 IEEE International Conference on Image Processing (ICIP), 2019, p.2761-2765

2019

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IEEE_Xplore

KBA: kernel boundary alignment considering imbalanced data distribution

IEEE transactions on knowledge and data engineering, 2005-06, Vol.17 (6), p.786-795

2005

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IEEE_Xplore

A Training Data Set Cleaning Method by Classification Ability Ranking for the k -Nearest Neighbor Classifier

IEEE transaction on neural networks and learning systems, 2020-05, Vol.31 (5), p.1544-1556

2020

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IEEE_Xplore

Data Acquisition and Preparation for Dual-reference Deep Learning of Image Super-Resolution

IEEE transactions on image processing, 2022, Vol.31, p.1-1

2022

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IEEE_Xplore

Learning From Mislabeled Training Data Through Ambiguous Learning for In-Home Health Monitoring

IEEE journal on selected areas in communications, 2021-02, Vol.39 (2), p.549-561

2021

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IEEE_Xplore

Siamese hyperspectral target detection using synthetic training data

Electronics letters, 2020-10, Vol.56 (21), p.1116-1118

2020

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Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation

IEEE transactions on fuzzy systems, 2013-04, Vol.21 (2), p.355-368

2013

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Missing Shots and Near-Offset Reconstruction of Marine Seismic Data With Towered Streamers via Self-Supervised Deep Learning

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-9

2022

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IEEE_Xplore

SAR ATR Method With Limited Training Data via an Embedded Feature Augmenter and Dynamic Hierarchical-Feature Refiner

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-15

2023

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IEEE_Xplore

A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization

IEEE transactions on evolutionary computation, 2018-10, Vol.22 (5), p.762-777

2018

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IEEE_Xplore

Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication

IEEE transactions on information forensics and security, 2022, Vol.17, p.1024-1037

2022

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IEEE_Xplore

Network intrusion detection algorithm based on deep neural network

IET information security, 2019-01, Vol.13 (1), p.48-53

2019

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Verfügbarkeit prüfen

Learning in the Absence of Training Data

Chakrabarty, Dalia

1, 2023

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GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data

IEEE geoscience and remote sensing letters, 2018-06, Vol.15 (6), p.942-946

2018

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IEEE_Xplore

ALS Point Cloud Classification With Small Training Data Set Based on Transfer Learning

IEEE geoscience and remote sensing letters, 2020-08, Vol.17 (8), p.1406-1410

2020

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IEEE_Xplore

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IFL-GAN: Improved Federated Learning Generative Adversarial Network With Maximum Mean Discrepancy Model Aggregation

Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation

Accurate Periocular Recognition Under Less Constrained Environment Using Semantics-Assisted Convolutional Neural Network

A New Training Data Organization Form and Training Mode for Unbiased Scene Graph Generation

Mining Data Impressions From Deep Models as Substitute for the Unavailable Training Data

Interactive Reweighting for Mitigating Label Quality Issues

RGBT Tracking via Challenge-Based Appearance Disentanglement and Interaction

Land cover fraction mapping across global biomes with Landsat data, spatially generalized regression models and spectral-temporal metrics

A Mutual Guide Framework for Training Hyperspectral Image Classifiers With Small Data

SAR Target Recognition With Limited Training Data Based on Angular Rotation Generative Network

Unsupervised Single Image Deraining with Self-Supervised Constraints

KBA: kernel boundary alignment considering imbalanced data distribution

A Training Data Set Cleaning Method by Classification Ability Ranking for the k -Nearest Neighbor Classifier

Data Acquisition and Preparation for Dual-reference Deep Learning of Image Super-Resolution

Learning From Mislabeled Training Data Through Ambiguous Learning for In-Home Health Monitoring

Siamese hyperspectral target detection using synthetic training data

Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation

Missing Shots and Near-Offset Reconstruction of Marine Seismic Data With Towered Streamers via Self-Supervised Deep Learning

SAR ATR Method With Limited Training Data via an Embedded Feature Augmenter and Dynamic Hierarchical-Feature Refiner

A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization

Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication

Network intrusion detection algorithm based on deep neural network

Learning in the Absence of Training Data

GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data

ALS Point Cloud Classification With Small Training Data Set Based on Transfer Learning

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