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Quantum Machine Learning

Papers

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Showing 301–350 of 699 papers

TitleStatusHype
QSpeckleFilter: a Quantum Machine Learning approach for SAR speckle filtering—0
Coherent Feed Forward Quantum Neural Network—0
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis—0
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance—0
A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals—0
Neural auto-designer for enhanced quantum kernels—0
Élivágar: Efficient Quantum Circuit Search for ClassificationCode0
Symmetry breaking in geometric quantum machine learning in the presence of noise—0
Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning—0
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum CircuitsCode0
Hybrid quantum cycle generative adversarial network for small molecule generation—0
Photovoltaic power forecasting using quantum machine learning—0
On fundamental aspects of quantum extreme learning machines—0
Federated Quantum Long Short-term Memory (FedQLSTM)—0
Distributed Quantum Neural Networks via Partitioned Features EncodingCode0
The role of data embedding in equivariant quantum convolutional neural networks—0
Towards an in-depth detection of malware using distributed QCNN—0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Quantum Generative Adversarial Networks: Bridging Classical and Quantum Realms—0
Self-Adaptive Physics-Informed Quantum Machine Learning for Solving Differential Equations—0
A Novel Image Classification Framework Based on Variational Quantum Algorithms—0
Radio Signal Classification by Adversarially Robust Quantum Machine Learning—0
Improvement in Variational Quantum Algorithms by Measurement Simplification—0
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly—0
Privacy-preserving quantum federated learning via gradient hiding—0
Advantage of Quantum Machine Learning from General Computational Advantages—0
Quantum Polar Metric Learning: Efficient Classically Learned Quantum Embeddings—0
Hybrid Quantum Neural Network in High-dimensional Data Classification—0
Impact of Data Augmentation on QCNNs—0
Quantum Kernel t-Distributed Stochastic Neighbor Embedding—0
A novel feature selection method based on quantum support vector machine—0
Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses—0
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines—0
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis—0
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation—0
Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration—0
Training robust and generalizable quantum modelsCode0
Symmetry-invariant quantum machine learning force fields—0
Quantum-Assisted Simulation: A Framework for Developing Machine Learning Models in Quantum Computing—0
Quantum Machine Learning for Remote Sensing: Exploring potential and challenges—0
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds—0
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures—0
Expressibility-induced Concentration of Quantum Neural Tangent Kernels—0
Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis—0
Learning quantum states and unitaries of bounded gate complexityCode0
A general learning scheme for classical and quantum Ising machinesCode0
Unifying (Quantum) Statistical and Parametrized (Quantum) Algorithms—0
Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting—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