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Quantum Machine Learning

Papers

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Showing 251–300 of 699 papers

TitleStatusHype
Quantum Visual Feature Encoding Revisited—0
Graph Neural Networks on Quantum Computers—0
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text ClassificationCode0
An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data—0
Adversarial Robustness Guarantees for Quantum Classifiers—0
Universal replication of chaotic characteristics by classical and quantum machine learning—0
Prospects of Privacy Advantage in Quantum Machine Learning—0
Feature Importance and Explainability in Quantum Machine LearningCode0
Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation—0
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem—0
Diabetic Retinopathy Detection Using Quantum Transfer Learning—0
Quantum AI for Alzheimer's disease early screening—0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
Machine Learning for Quantum Computing Specialists—0
Permutation-equivariant quantum convolutional neural networks—0
Quantum Patch-Based Autoencoder for Anomaly SegmentationCode0
Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning—0
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift RuleCode0
Guardians of the Quantum GAN—0
A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models—0
PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud—0
On-board classification of underwater images using hybrid classical-quantum CNN based method—0
A Modified Depolarization Approach for Efficient Quantum Machine Learning—0
Quantum Circuit C^*-algebra Net—0
Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU—0
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection—0
Optimizing Quantum Convolutional Neural Network Architectures for Arbitrary Data Dimension—0
On Optimizing Hyperparameters for Quantum Neural NetworksCode0
Quantum Algorithms: A New Frontier in Financial Crime Prevention—0
Image Classification with Rotation-Invariant Variational Quantum Circuits—0
FedQNN: Federated Learning using Quantum Neural Networks—0
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series—0
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning—0
Jet Discrimination with Quantum Complete Graph Neural NetworkCode0
Qubit-Wise Architecture Search Method for Variational Quantum Circuits—0
Parameterized quantum comb and simpler circuits for reversing unknown qubit-unitary operations—0
Quantum Mixed-State Self-Attention Network—0
EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning—0
Classification of the Fashion-MNIST Dataset on a Quantum Computer—0
Learning to Program Variational Quantum Circuits with Fast Weights—0
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case—0
Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks—0
A Quick Introduction to Quantum Machine Learning for Non-Practitioners—0
Quantum Embedding with Transformer for High-dimensional Data—0
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks—0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Generating Universal Adversarial Perturbations for Quantum ClassifiersCode0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Geometric quantum machine learning of BQP^A protocols and latent graph classifiers—0
Unleashing the Expressive Power of Pulse-Based Quantum Neural Networks—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