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Quantum Machine Learning

Papers

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Showing 26–50 of 699 papers

TitleStatusHype
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
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation—0
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles—0
Distributed Quantum Neural Networks on Distributed Photonic Quantum ComputingCode0
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems—0
Toward Practical Quantum Machine Learning: A Novel Hybrid Quantum LSTM for Fraud Detection—0
Quantum machine learning framework for longitudinal biomedical studies—0
Quantum Autoencoder for Multivariate Time Series Anomaly Detection—0
Introduction to Quantum Machine Learning and Quantum Architecture Search—0
Adaptive Non-local Observable on Quantum Neural Networks—0
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum AutoencodersCode0
Predictive control of blast furnace temperature in steelmaking with hybrid depth-infused quantum neural networks—0
Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit GenerationCode1
An Efficient Quantum Classifier Based on Hamiltonian RepresentationsCode0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—0
Quantum Machine Learning: Unveiling Trends, Impacts through Bibliometric Analysis—0
Automating quantum feature map design via large language modelsCode0
A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods—0
Detecting underdetermination in parameterized quantum circuits—0
Quantum Deep Sets and Sequences—0
HQCC: A Hybrid Quantum-Classical Classifier with Adaptive Structure—0
K-P Quantum Neural NetworksCode0
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction—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