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Quantum Machine Learning

Papers

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Showing 101–125 of 699 papers

TitleStatusHype
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution—0
Distilling Knowledge into Quantum Vision Transformers for Biomedical Image Classification—0
Transforming Traditional Neural Networks into Neuromorphic Quantum-Cognitive Models: A Tutorial with ApplicationsCode0
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
AutoQML: A Framework for Automated Quantum Machine LearningCode0
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning—0
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
Comparative Analysis of Black Hole Mass Estimation in Type-2 AGNs: Classical vs. Quantum Machine Learning and Deep Learning Approaches—0
Quantum autoencoders for image classification—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
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters—0
Detection of Physiological Data Tampering Attacks with Quantum Machine Learning—0
Quantum automated learning with provable and explainable trainability—0
Variational decision diagrams for quantum-inspired machine learning applications—0
Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing—0
Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers—0
Adversarial Robustness of Partitioned Quantum Classifiers—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