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Quantum Machine Learning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 699 papers

TitleStatusHype
Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions—0
Hybrid quantum transfer learning for crack image classification on NISQ hardware—0
Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters—0
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets—0
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures—0
A Quick Introduction to Quantum Machine Learning for Non-Practitioners—0
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?—0
A Qubit-Efficient Hybrid Quantum Encoding Mechanism for Quantum Machine Learning—0
Introduction to Quantum Machine Learning and Quantum Architecture Search—0
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Differentiating and Integrating ZX Diagrams with Applications to Quantum Machine Learning—0
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly—0
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning—0
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation—0
A quantum tug of war between randomness and symmetries on homogeneous spaces—0
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping—0
Improvement in Variational Quantum Algorithms by Measurement Simplification—0
Improving Quantum Machine Learning via Heat-Bath Algorithmic Cooling—0
Incremental Data-Uploading for Full-Quantum Classification—0
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning—0
Information plane and compression-gnostic feedback in quantum machine learning—0
In Search of Quantum Advantage: Estimating the Number of Shots in Quantum Kernel Methods—0
Digital-Analog Quantum Machine Learning—0
Improved Financial Forecasting via 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