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Quantum Machine Learning

Papers

Showing 301350 of 699 papers

TitleStatusHype
Fock State-enhanced Expressivity of Quantum Machine Learning Models0
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits0
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey0
Generalization in quantum machine learning from few training data0
Generalization in Quantum Machine Learning: a Quantum Information Perspective0
Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric0
Geometric quantum machine learning of BQP^A protocols and latent graph classifiers0
GQHAN: A Grover-inspired Quantum Hard Attention Network0
Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation0
Graph Neural Networks on Quantum Computers0
Group-Invariant Quantum Machine Learning0
Guardians of the Quantum GAN0
Hardening Quantum Machine Learning Against Adversaries0
Harmonic (Quantum) Neural Networks0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning0
Higgs analysis with quantum classifiers0
High Dimensional Quantum Machine Learning With Small Quantum Computers0
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder0
Higher-order topological kernels via quantum computation0
High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning0
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems0
HQCC: A Hybrid Quantum-Classical Classifier with Adaptive Structure0
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches0
Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models0
Hybrid model of the kernel method for quantum computers0
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit0
Hybrid quantum-classical convolutional neural networks to improve molecular protein binding affinity predictions0
Hybrid quantum-classical convolutional neural network for phytoplankton classification0
Hybrid Quantum-Classical Graph Convolutional Network0
Hybrid Quantum-Classical Neural Network for Incident Detection0
Hybrid Quantum-Classical Stochastic Networks with Boltzmann Layers0
Hybrid quantum cycle generative adversarial network for small molecule generation0
Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis0
Hybrid-Quantum Neural Architecture Search for The Proximal Policy Optimization Algorithm0
Hybrid quantum neural network for drug response prediction0
Hybrid Quantum Neural Network in High-dimensional Data Classification0
Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions0
Hybrid quantum transfer learning for crack image classification on NISQ hardware0
Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters0
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets0
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)0
Image Classification via Quantum Machine Learning0
Image Classification with Rotation-Invariant Variational Quantum Circuits0
Image Compression and Classification Using Qubits and Quantum Deep Learning0
Impact of Data Augmentation on QCNNs0
Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing0
Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance0
Implications of Deep Circuits in Improving Quality of Quantum Question Answering0
Improved Financial Forecasting via Quantum Machine Learning0
Improvement in Variational Quantum Algorithms by Measurement Simplification0
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Benchmark Results

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