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Quantum Machine Learning

Papers

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Showing 301–325 of 699 papers

TitleStatusHype
QSpeckleFilter: a Quantum Machine Learning approach for SAR speckle filtering—0
Coherent Feed Forward Quantum Neural Network—0
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis—0
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance—0
A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals—0
Neural auto-designer for enhanced quantum kernels—0
Symmetry breaking in geometric quantum machine learning in the presence of noise—0
Élivágar: Efficient Quantum Circuit Search for ClassificationCode0
Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning—0
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum CircuitsCode0
Hybrid quantum cycle generative adversarial network for small molecule generation—0
Photovoltaic power forecasting using quantum machine learning—0
On fundamental aspects of quantum extreme learning machines—0
Federated Quantum Long Short-term Memory (FedQLSTM)—0
Distributed Quantum Neural Networks via Partitioned Features EncodingCode0
The role of data embedding in equivariant quantum convolutional neural networks—0
Towards an in-depth detection of malware using distributed QCNN—0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Quantum Generative Adversarial Networks: Bridging Classical and Quantum Realms—0
Self-Adaptive Physics-Informed Quantum Machine Learning for Solving Differential Equations—0
A Novel Image Classification Framework Based on Variational Quantum Algorithms—0
Radio Signal Classification by Adversarially Robust Quantum Machine Learning—0
Improvement in Variational Quantum Algorithms by Measurement Simplification—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