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Quantum Machine Learning

Papers

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Showing 51–75 of 699 papers

TitleStatusHype
Quantum Doeblin Coefficients: Interpretations and Applications—0
Multiple Embeddings for Quantum Machine Learning—0
Molecular Quantum Transformer—0
Quantum Complex-Valued Self-Attention Model—0
On Quantum Perceptron Learning via Quantum Search—0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data—0
Single-Qudit Quantum Neural Networks for Multiclass Classification—0
On the status of current quantum machine learning software—0
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution—0
Transforming Traditional Neural Networks into Neuromorphic Quantum-Cognitive Models: A Tutorial with ApplicationsCode0
Distilling Knowledge into Quantum Vision Transformers for Biomedical Image Classification—0
On the similarity of bandwidth-tuned quantum kernels and classical kernels—0
Seismic inversion using hybrid quantum neural networks—0
CQ CNN: A Hybrid Classical Quantum Convolutional Neural Network for Alzheimer's Disease Detection Using Diffusion Generated and U Net Segmented 3D MRICode0
PhishVQC: Optimizing Phishing URL Detection with Correlation Based Feature Selection and Variational Quantum Classifier—0
QCS-ADME: Quantum Circuit Search for Drug Property Prediction with Imbalanced Data and Regression Adaptation—0
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning—0
AutoQML: A Framework for Automated Quantum Machine LearningCode0
Quantum Machine Learning in Precision Medicine and Drug Discovery -- A Game Changer for Tailored Treatments?—0
Expressive equivalence of classical and quantum restricted Boltzmann machines—0
Quantum autoencoders for image classification—0
Comparative Analysis of Black Hole Mass Estimation in Type-2 AGNs: Classical vs. Quantum Machine Learning and Deep Learning Approaches—0
Benchmarking MedMNIST dataset on real quantum hardware—0
Qubit-Based Framework for Quantum Machine Learning: Bridging Classical Data and Quantum Algorithms—0
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection SystemsCode0
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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