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Quantum Machine Learning

Papers

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Showing 251–300 of 699 papers

TitleStatusHype
Exploring Biological Neuronal Correlations with Quantum Generative Models—0
Hybrid quantum transfer learning for crack image classification on NISQ hardware—0
Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters—0
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets—0
Exploiting the equivalence between quantum neural networks and perceptrons—0
An exponentially-growing family of universal quantum circuits—0
Adversarial Robustness of Partitioned Quantum Classifiers—0
Exploiting symmetry in variational quantum machine learning—0
eXplainable AI for Quantum Machine Learning—0
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor—0
Benchmarking MedMNIST dataset on real quantum hardware—0
An example of use of Variational Methods in Quantum Machine Learning—0
Experimental quantum adversarial learning with programmable superconducting qubits—0
Benchmarking data encoding methods in Quantum Machine Learning—0
Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels—0
Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions—0
Benchmarking Adversarially Robust Quantum Machine Learning at Scale—0
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients—0
Adversarial Robustness Guarantees for Quantum Classifiers—0
The role of entanglement for enhancing the efficiency of quantum kernels towards classification—0
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity—0
BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms—0
Basic protocols in quantum reinforcement learning with superconducting circuits—0
Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application—0
Evaluating quantum generative models via imbalanced data classification benchmarks—0
A walk through of time series analysis on quantum computers—0
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications—0
An efficient quantum algorithm for generative machine learning—0
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis—0
Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security—0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data—0
An efficient combination strategy for hybird quantum ensemble classifier—0
Enhancing Quantum Support Vector Machines through Variational Kernel Training—0
Automatic design of quantum feature maps—0
Enhancing Quantum Adversarial Robustness by Randomized Encodings—0
Enhancing Generative Models via Quantum Correlations—0
Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing—0
Analytic theory for the dynamics of wide quantum neural networks—0
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era—0
A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models—0
Superposed Parameterised Quantum Circuits—0
Enhanced Quantum Synchronization via Quantum Machine Learning—0
Enabling Non-Linear Quantum Operations through Variational Quantum Splines—0
Asynchronous training of quantum reinforcement learning—0
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning—0
Empirical Quantum Advantage Analysis of Quantum Kernel in Gene Expression Data—0
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead—0
An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients—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