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Quantum Machine Learning

Papers

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Showing 126–150 of 699 papers

TitleStatusHype
Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits—0
Empirical Quantum Advantage Analysis of Quantum Kernel in Gene Expression Data—0
Computable Model-Independent Bounds for Adversarial Quantum Machine Learning—0
Understanding Generalization in Quantum Machine Learning with Margins—0
Quantum Diffusion Models for Few-Shot Learning—0
Expressivity of deterministic quantum computation with one qubit—0
Performance Analysis of Hybrid Quantum-Classical Convolutional Neural Networks for Audio ClassificationCode0
Information plane and compression-gnostic feedback in quantum machine learning—0
An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems—0
Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages—0
Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics—0
Quantum Deep Equilibrium ModelsCode0
Hybrid model of the kernel method for quantum computers—0
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz RegularizationCode0
Method for noise-induced regularization in quantum neural networks—0
Agnostic Process Tomography—0
Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural NetworksCode0
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Integrated Encoding and Quantization to Enhance Quanvolutional Neural NetworksCode0
Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and Efficiency—0
Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification—0
Resource-efficient equivariant quantum convolutional neural networks—0
Satellite image classification with neural quantum kernels—0
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines—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