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Quantum Machine Learning

Papers

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Showing 201–250 of 699 papers

TitleStatusHype
Federated Quantum Long Short-term Memory (FedQLSTM)—0
Federated Quantum Machine Learning—0
Federated Quantum Machine Learning with Differential Privacy—0
FedQNN: Federated Learning using Quantum Neural Networks—0
Discrete Randomized Smoothing Meets Quantum Computing—0
Image Classification via Quantum Machine Learning—0
First steps towards quantum machine learning applied to the classification of event-related potentials—0
Flood Prediction Using Classical and Quantum Machine Learning Models—0
Fock State-enhanced Expressivity of Quantum Machine Learning Models—0
Classical surrogates for quantum learning models—0
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits—0
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey—0
Generalization in quantum machine learning from few training data—0
Generalization in Quantum Machine Learning: a Quantum Information Perspective—0
Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric—0
Coherent Feed Forward Quantum Neural Network—0
Impact of Data Augmentation on QCNNs—0
Geometric quantum machine learning of BQP^A protocols and latent graph classifiers—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation—0
Graph Neural Networks on Quantum Computers—0
Group-Invariant Quantum Machine Learning—0
Guardians of the Quantum GAN—0
Component Based Quantum Machine Learning Explainability—0
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data—0
Hardening Quantum Machine Learning Against Adversaries—0
Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages—0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Higgs analysis with quantum classifiers—0
High Dimensional Quantum Machine Learning With Small Quantum Computers—0
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder—0
Higher-order topological kernels via quantum computation—0
High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning—0
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems—0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches—0
Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models—0
Hybrid model of the kernel method for quantum computers—0
Hybrid quantum transfer learning for crack image classification on NISQ hardware—0
Hybrid quantum-classical convolutional neural networks to improve molecular protein binding affinity predictions—0
Hybrid quantum-classical convolutional neural network for phytoplankton classification—0
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning—0
Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions—0
Hybrid Quantum-Classical Neural Network for Incident Detection—0
Hybrid Quantum-Classical Stochastic Networks with Boltzmann Layers—0
Hybrid quantum cycle generative adversarial network for small molecule generation—0
Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters—0
Distilling Knowledge into Quantum Vision Transformers for Biomedical Image Classification—0
Hybrid quantum neural network for drug response prediction—0
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures—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