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Neural Network Compression Based on Tensor Ring Decomposition

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-15

2024

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IEEE_Xplore

Leverage Variational Graph Representation for Model Poisoning on Federated Learning

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-13

2024

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IEEE_Xplore

Cross-View Approximation on Grassmann Manifold for Multiview Clustering

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-6

2024

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IEEE_Xplore

A Segmented Iterative Learning Scheme-Based Distributed Fault Estimation for Switched Interconnected Nonlinear Systems

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-15

2024

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IEEE_Xplore

MICPL: Motion-Inspired Cross-Pattern Learning for Small-Object Detection in Satellite Videos

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-14

2024

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IEEE_Xplore

Reinforcement Learning for Robust Dynamic Event-Driven Constrained Control

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-13

2024

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IEEE_Xplore

L-VSM: Label-Driven View-Specific Fusion for Multiview Multilabel Classification

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-15

2024

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IEEE_Xplore

Learning With Noisy Labels Over Imbalanced Subpopulations

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-12

2024

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IEEE_Xplore

Smooth-Guided Implicit Data Augmentation for Domain Generalization

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-12

2024

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IEEE_Xplore

Heterogeneous Prototype Learning From Contaminated Faces Across Domains via Disentangling Latent Factors

IEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-15

2024

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IEEE_Xplore

Policy Correction and State-Conditioned Action Evaluation for Few-Shot Lifelong Deep Reinforcement Learning

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-15

2024

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IEEE_Xplore

A Colorectal Coordinate-Driven Method for Colorectum and Colorectal Cancer Segmentation in Conventional CT Scans

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-12

2024

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IEEE_Xplore

Reconstructed Graph Neural Network With Knowledge Distillation for Lightweight Anomaly Detection

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-12

2024

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IEEE_Xplore

Reinforced GNNs for Multiple Instance Learning

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-15

2024

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IEEE_Xplore

ADPS: Asymmetric Distillation Postsegmentation for Image Anomaly Detection

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-14

2024

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IEEE_Xplore

HRCL: Hierarchical Relation Contrastive Learning for Low-Resource Relation Extraction

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-14

2024

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IEEE_Xplore

Contrastive Multiview Attribute Graph Clustering With Adaptive Encoders

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-12

2024

Link zum Volltext
IEEE_Xplore

Distributional Drift Adaptation With Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-15

2024

Link zum Volltext
IEEE_Xplore

CCP-GNN: Competitive Covariance Pooling for Improving Graph Neural Networks

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-12

2024

Link zum Volltext
IEEE_Xplore

REMI: Few-Shot ISAR Target Classification via Robust Embedding and Manifold Inference

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-14

2024

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IEEE_Xplore

Automating literature screening and curation with applications to computational neuroscience

Journal of the American Medical Informatics Association : JAMIA, 2024-05

2024

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Comparing natural language processing representations of coded disease sequences for prediction in electronic health records

Journal of the American Medical Informatics Association : JAMIA, 2024-05

2024

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RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition

Journal of the American Medical Informatics Association : JAMIA, 2024-05

2024

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Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing

Journal of the American Medical Informatics Association : JAMIA, 2024-05

2024

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Local large language models for privacy-preserving accelerated review of historic echocardiogram reports

Journal of the American Medical Informatics Association : JAMIA, 2024-04

2024

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Verfügbarkeit prüfen

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Neural Network Compression Based on Tensor Ring Decomposition

Leverage Variational Graph Representation for Model Poisoning on Federated Learning

Cross-View Approximation on Grassmann Manifold for Multiview Clustering

A Segmented Iterative Learning Scheme-Based Distributed Fault Estimation for Switched Interconnected Nonlinear Systems

MICPL: Motion-Inspired Cross-Pattern Learning for Small-Object Detection in Satellite Videos

Reinforcement Learning for Robust Dynamic Event-Driven Constrained Control

L-VSM: Label-Driven View-Specific Fusion for Multiview Multilabel Classification

Learning With Noisy Labels Over Imbalanced Subpopulations

Smooth-Guided Implicit Data Augmentation for Domain Generalization

Heterogeneous Prototype Learning From Contaminated Faces Across Domains via Disentangling Latent Factors

Policy Correction and State-Conditioned Action Evaluation for Few-Shot Lifelong Deep Reinforcement Learning

A Colorectal Coordinate-Driven Method for Colorectum and Colorectal Cancer Segmentation in Conventional CT Scans

Reconstructed Graph Neural Network With Knowledge Distillation for Lightweight Anomaly Detection

Reinforced GNNs for Multiple Instance Learning

ADPS: Asymmetric Distillation Postsegmentation for Image Anomaly Detection

HRCL: Hierarchical Relation Contrastive Learning for Low-Resource Relation Extraction

Contrastive Multiview Attribute Graph Clustering With Adaptive Encoders

Distributional Drift Adaptation With Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting

CCP-GNN: Competitive Covariance Pooling for Improving Graph Neural Networks

REMI: Few-Shot ISAR Target Classification via Robust Embedding and Manifold Inference

Automating literature screening and curation with applications to computational neuroscience

Comparing natural language processing representations of coded disease sequences for prediction in electronic health records

RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition

Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing

Local large language models for privacy-preserving accelerated review of historic echocardiogram reports

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