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Quantum Machine Learning

Papers

Showing 51100 of 699 papers

TitleStatusHype
On Quantum BSDE Solver for High-Dimensional Parabolic PDEs0
Component Based Quantum Machine Learning Explainability0
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning0
Superposed Parameterised Quantum Circuits0
The interplay of robustness and generalization in quantum machine learningCode0
Quantum Graph Transformer for NLP Sentiment Classification0
Devanagari Digit Recognition using Quantum Machine Learning0
TQml Simulator: Optimized Simulation of Quantum Machine Learning0
Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification0
Optimization Strategies for Variational Quantum Algorithms in Noisy Landscapes0
Supervised Quantum Machine Learning: A Future Outlook from Qubits to Enterprise Applications0
QGAN-based data augmentation for hybrid quantum-classical neural networks0
Tensor Network for Anomaly Detection in the Latent Space of Proton Collision Events at the LHCCode0
Quantum Machine Learning in Healthcare: Evaluating QNN and QSVM Models0
Leveraging Diffusion Models for Parameterized Quantum Circuit Generation0
Predictive Performance of Deep Quantum Data Re-uploading Models0
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor0
Benchmarking data encoding methods in Quantum Machine Learning0
Learning to Program Quantum Measurements for Machine Learning0
QuXAI: Explainers for Hybrid Quantum Machine Learning ModelsCode0
Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting0
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles0
Distributed Quantum Neural Networks on Distributed Photonic Quantum ComputingCode0
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation0
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems0
Toward Practical Quantum Machine Learning: A Novel Hybrid Quantum LSTM for Fraud Detection0
Quantum machine learning framework for longitudinal biomedical studies0
Quantum Autoencoder for Multivariate Time Series Anomaly Detection0
Introduction to Quantum Machine Learning and Quantum Architecture Search0
Adaptive Non-local Observable on Quantum Neural Networks0
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum AutoencodersCode0
Predictive control of blast furnace temperature in steelmaking with hybrid depth-infused quantum neural networks0
An Efficient Quantum Classifier Based on Hamiltonian RepresentationsCode0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search0
Automating quantum feature map design via large language modelsCode0
Quantum Machine Learning: Unveiling Trends, Impacts through Bibliometric Analysis0
A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods0
Detecting underdetermination in parameterized quantum circuits0
Quantum Deep Sets and Sequences0
HQCC: A Hybrid Quantum-Classical Classifier with Adaptive Structure0
K-P Quantum Neural NetworksCode0
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction0
Quantum Doeblin Coefficients: Interpretations and Applications0
Molecular Quantum Transformer0
Multiple Embeddings for Quantum Machine Learning0
Quantum Complex-Valued Self-Attention Model0
On Quantum Perceptron Learning via Quantum Search0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data0
Single-Qudit Quantum Neural Networks for Multiclass Classification0
On the status of current quantum machine learning software0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11Unverified