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Quantum Machine Learning

Papers

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Showing 376–400 of 699 papers

TitleStatusHype
Let Quantum Neural Networks Choose Their Own Frequencies—0
Mutual Information Maximizing Quantum Generative Adversarial Network and Its Applications in Finance—0
What can we learn from quantum convolutional neural networks?—0
Sub-universal variational circuits for combinatorial optimization problemsCode0
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small SamplesCode0
QKSAN: A Quantum Kernel Self-Attention Network—0
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers—0
Several fitness functions and entanglement gates in quantum kernel generation—0
Quantum-Inspired Machine Learning: a Survey—0
Evaluating quantum generative models via imbalanced data classification benchmarks—0
Quantum State Tomography using Quantum Machine Learning—0
Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance—0
Neural Networks for Programming Quantum AnnealersCode0
Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models—0
High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning—0
Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel—0
Hybrid quantum transfer learning for crack image classification on NISQ hardware—0
A supervised hybrid quantum machine learning solution to the emergency escape routing problem—0
Quantum Convolutional Neural Networks with Interaction Layers for Classification of Classical DataCode0
Higher-order topological kernels via quantum computation—0
Quantum Autoencoders for Learning Quantum Channel Codes—0
Explainable quantum regression algorithm with encoded data structure—0
Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications—0
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?—0
Exponential separations between classical and quantum learners—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