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Quantum Machine Learning

Papers

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Showing 51–75 of 699 papers

TitleStatusHype
On Quantum BSDE Solver for High-Dimensional Parabolic PDEs—0
Component Based Quantum Machine Learning Explainability—0
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning—0
Superposed Parameterised Quantum Circuits—0
The interplay of robustness and generalization in quantum machine learningCode0
Quantum Graph Transformer for NLP Sentiment Classification—0
Devanagari Digit Recognition using Quantum Machine Learning—0
TQml Simulator: Optimized Simulation of Quantum Machine Learning—0
Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification—0
Optimization Strategies for Variational Quantum Algorithms in Noisy Landscapes—0
QGAN-based data augmentation for hybrid quantum-classical neural networks—0
Supervised Quantum Machine Learning: A Future Outlook from Qubits to Enterprise Applications—0
Tensor Network for Anomaly Detection in the Latent Space of Proton Collision Events at the LHCCode0
Leveraging Diffusion Models for Parameterized Quantum Circuit Generation—0
Quantum Machine Learning in Healthcare: Evaluating QNN and QSVM Models—0
Predictive Performance of Deep Quantum Data Re-uploading Models—0
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor—0
Benchmarking data encoding methods in Quantum Machine Learning—0
Learning to Program Quantum Measurements for Machine Learning—0
QuXAI: Explainers for Hybrid Quantum Machine Learning ModelsCode0
Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting—0
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles—0
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation—0
Distributed Quantum Neural Networks on Distributed Photonic Quantum ComputingCode0
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems—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