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Quantum Machine Learning

Papers

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Showing 651–699 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
Efficient information recovery from Pauli noise via classical shadow—0
Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU—0
Empirical Quantum Advantage Analysis of Quantum Kernel in Gene Expression Data—0
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning—0
Enabling Non-Linear Quantum Operations through Variational Quantum Splines—0
Enhanced Quantum Synchronization via Quantum Machine Learning—0
Enhancing Generative Models via Quantum Correlations—0
Enhancing Quantum Adversarial Robustness by Randomized Encodings—0
Enhancing Quantum Support Vector Machines through Variational Kernel Training—0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data—0
Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks—0
Evaluating quantum generative models via imbalanced data classification benchmarks—0
Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application—0
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity—0
Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions—0
Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels—0
Experimental quantum adversarial learning with programmable superconducting qubits—0
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor—0
eXplainable AI for Quantum Machine Learning—0
Exploiting symmetry in variational quantum machine learning—0
Exploiting the equivalence between quantum neural networks and perceptrons—0
Exploring Biological Neuronal Correlations with Quantum Generative Models—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