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Quantum Machine Learning

Papers

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Showing 451–475 of 699 papers

TitleStatusHype
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution—0
QuiKo: A Quantum Beat Generation Application—0
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model—0
Radio Signal Classification by Adversarially Robust Quantum Machine Learning—0
Recent advances for quantum classifiers—0
Recent Advances for Quantum Neural Networks in Generative Learning—0
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets—0
Regression and Classification with Single-Qubit Quantum Neural Networks—0
Towards interpretable quantum machine learning via single-photon quantum walks—0
Reinforcement learning-based architecture search for quantum machine learning—0
Representation Learning via Quantum Neural Tangent Kernels—0
Representation Theory for Geometric Quantum Machine Learning—0
Reservoir Computing via Quantum Recurrent Neural Networks—0
Residual Matrix Product State for Machine Learning—0
Resource-efficient equivariant quantum convolutional neural networks—0
Resource frugal optimizer for quantum machine learning—0
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers—0
Revisiting dequantization and quantum advantage in learning tasks—0
Robust data encodings for quantum classifiers—0
Robust Dequantization of the Quantum Singular value Transformation and Quantum Machine Learning Algorithms—0
Robustness Verification of Quantum Classifiers—0
Sample Complexity of Learning Parametric Quantum Circuits—0
Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning—0
Satellite image classification with neural quantum kernels—0
Scalable quantum dynamics compilation 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