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Quantum Machine Learning

Papers

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Showing 651–675 of 699 papers

TitleStatusHype
Data Efficient Prediction of excited-state properties using Quantum Neural Networks—0
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting—0
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach—0
DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification—0
Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices—0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—0
Detecting underdetermination in parameterized quantum circuits—0
Detecting Violations of Differential Privacy for Quantum Algorithms—0
Detection of Physiological Data Tampering Attacks with Quantum Machine Learning—0
Devanagari Digit Recognition using Quantum Machine Learning—0
Diabetic Retinopathy Detection Using Quantum Transfer Learning—0
Diagrammatic Differentiation for Quantum Machine Learning—0
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning—0
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation—0
Differentiating and Integrating ZX Diagrams with Applications to Quantum Machine Learning—0
Digital-Analog Quantum Machine Learning—0
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures—0
Distilling Knowledge into Quantum Vision Transformers for Biomedical Image Classification—0
Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages—0
Drug Discovery Approaches using Quantum Machine Learning—0
Dynamical simulation via quantum machine learning with provable generalization—0
Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach—0
Heart Disease Detection using Quantum Computing and Partitioned Random Forest Methods—0
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series—0
EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning—0
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All datasetshttps://www.kaggle.com/datasets/saurabhshahane/classification-of-malwaresiris

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11—Unverified