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Quantum Machine Learning

Papers

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Showing 251–275 of 699 papers

TitleStatusHype
Exploring Biological Neuronal Correlations with Quantum Generative Models—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
Exploiting the equivalence between quantum neural networks and perceptrons—0
An exponentially-growing family of universal quantum circuits—0
Adversarial Robustness of Partitioned Quantum Classifiers—0
Exploiting symmetry in variational quantum machine learning—0
eXplainable AI for Quantum Machine Learning—0
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor—0
Benchmarking MedMNIST dataset on real quantum hardware—0
An example of use of Variational Methods in Quantum Machine Learning—0
Experimental quantum adversarial learning with programmable superconducting qubits—0
Benchmarking data encoding methods in Quantum Machine Learning—0
Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels—0
Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions—0
Benchmarking Adversarially Robust Quantum Machine Learning at Scale—0
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients—0
Adversarial Robustness Guarantees for Quantum Classifiers—0
The role of entanglement for enhancing the efficiency of quantum kernels towards classification—0
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity—0
BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms—0
Basic protocols in quantum reinforcement learning with superconducting circuits—0
Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application—0
Evaluating quantum generative models via imbalanced data classification benchmarks—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