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Quantum Machine Learning

Papers

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Showing 251–300 of 699 papers

TitleStatusHype
Learning to Program Variational Quantum Circuits with Fast Weights—0
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case—0
Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks—0
A Quick Introduction to Quantum Machine Learning for Non-Practitioners—0
Quantum Embedding with Transformer for High-dimensional Data—0
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks—0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Generating Universal Adversarial Perturbations for Quantum ClassifiersCode0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Geometric quantum machine learning of BQP^A protocols and latent graph classifiers—0
Unleashing the Expressive Power of Pulse-Based Quantum Neural Networks—0
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
Symmetry breaking in geometric quantum machine learning in the presence of noise—0
Élivágar: Efficient Quantum Circuit Search for ClassificationCode0
Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning—0
Quantum Denoising Diffusion ModelsCode1
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum CircuitsCode0
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational TrainingCode4
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
Challenges for Reinforcement Learning in Quantum Circuit DesignCode1
Quantum Generative Adversarial Networks: Bridging Classical and Quantum Realms—0
Self-Adaptive Physics-Informed Quantum Machine Learning for Solving Differential Equations—0
Radio Signal Classification by Adversarially Robust Quantum Machine Learning—0
A Novel Image Classification Framework Based on Variational Quantum Algorithms—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
Quantum Kernel t-Distributed Stochastic Neighbor Embedding—0
Impact of Data Augmentation on QCNNs—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
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation—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