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Quantum Machine Learning

Papers

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Showing 251–275 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
Feature Importance and Explainability in Quantum Machine LearningCode0
Universal replication of chaotic characteristics by classical and quantum machine learning—0
Prospects of Privacy Advantage in Quantum Machine Learning—0
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
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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