SOTAVerified

Quantum Machine Learning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 699 papers

TitleStatusHype
Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions—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
Machine learning applications for noisy intermediate-scale quantum computers—0
MAQA: A Quantum Framework for Supervised Learning—0
Distilling Knowledge into Quantum Vision Transformers for Biomedical Image Classification—0
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures—0
A Quick Introduction to Quantum Machine Learning for Non-Practitioners—0
Leveraging Diffusion Models for Parameterized Quantum Circuit Generation—0
Information plane and compression-gnostic feedback in quantum machine learning—0
A Qubit-Efficient Hybrid Quantum Encoding Mechanism for Quantum Machine Learning—0
Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits—0
Measuring incompatibility and clustering quantum observables with a quantum switch—0
Incremental Data-Uploading for Full-Quantum Classification—0
Improving Quantum Machine Learning via Heat-Bath Algorithmic Cooling—0
Differentiating and Integrating ZX Diagrams with Applications to Quantum Machine Learning—0
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly—0
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning—0
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation—0
A quantum tug of war between randomness and symmetries on homogeneous spaces—0
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping—0
In Search of Quantum Advantage: Estimating the Number of Shots in Quantum Kernel Methods—0
Digital-Analog Quantum Machine Learning—0
Integrating Machine Learning and Quantum Circuits for Proton Affinity Predictions—0
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?—0
Introduction to Quantum Machine Learning and Quantum Architecture Search—0
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation—0
Improvement in Variational Quantum Algorithms by Measurement Simplification—0
Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification—0
Iterative Quantum Feature Maps—0
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages—0
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning—0
LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder—0
Laziness, Barren Plateau, and Noise in Machine Learning—0
Drug Discovery Approaches using Quantum Machine Learning—0
Lean classical-quantum hybrid neural network model for image classification—0
Improved Financial Forecasting via Quantum Machine Learning—0
Dynamical simulation via quantum machine learning with provable generalization—0
Learning Robust Observable to Address Noise in Quantum Machine Learning—0
Learning to Measure Quantum Neural Networks—0
Learning To Optimize Quantum Neural Network Without Gradients—0
Learning to Program Quantum Measurements for Machine Learning—0
Learning to Program Variational Quantum Circuits with Fast Weights—0
Learning unitaries with quantum statistical queries—0
LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks—0
Diagrammatic Differentiation for Quantum Machine Learning—0
Show:102550
← PrevPage 6 of 14Next →
All datasetshttps://www.kaggle.com/datasets/saurabhshahane/classification-of-malwaresiris

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11—Unverified