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Quantum Machine Learning

Papers

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Showing 601–650 of 699 papers

TitleStatusHype
Representation Learning via Quantum Neural Tangent Kernels—0
Representation Theory for Geometric Quantum Machine Learning—0
Reservoir Computing via Quantum Recurrent Neural Networks—0
Experimental Quantum Generative Adversarial Networks for Image GenerationCode0
Design and Implementation of a Quantum Kernel for Natural Language ProcessingCode0
Quantum Convolutional Neural Networks with Interaction Layers for Classification of Classical DataCode0
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small SamplesCode0
Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural NetworksCode0
Distributed Quantum Neural Networks on Distributed Photonic Quantum ComputingCode0
Performance Analysis of Hybrid Quantum-Classical Convolutional Neural Networks for Audio ClassificationCode0
Jet Discrimination with Quantum Complete Graph Neural NetworkCode0
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum CircuitsCode0
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator LearningCode0
K-P Quantum Neural NetworksCode0
Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable componentsCode0
Quantum Data Compression and Quantum Cross EntropyCode0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
Quantum Deep Equilibrium ModelsCode0
Quantum Machine Learning for Distributed Quantum Protocols with Local Operations and Noisy Classical CommunicationsCode0
Learning Quantum Processes with Memory -- Quantum Recurrent Neural NetworksCode0
Learning Quantum Processes with Quantum Statistical QueriesCode0
Learning quantum states and unitaries of bounded gate complexityCode0
Feature Importance and Explainability in Quantum Machine LearningCode0
Tensor Network for Anomaly Detection in the Latent Space of Proton Collision Events at the LHCCode0
Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum StatesCode0
Quantum Deep Reinforcement Learning for Robot Navigation TasksCode0
Spacetime-Efficient Low-Depth Quantum State Preparation with ApplicationsCode0
Power of data in quantum machine learningCode0
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection SystemsCode0
CQ CNN: A Hybrid Classical Quantum Convolutional Neural Network for Alzheimer's Disease Detection Using Diffusion Generated and U Net Segmented 3D MRICode0
Restricting to the chip architecture maintains the quantum neural network accuracyCode0
Reverse Map Projections as Equivariant Quantum EmbeddingsCode0
Fourier series weight in quantum machine learningCode0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
A quantum-inspired classical algorithm for recommendation systemsCode0
Double descent in quantum machine learningCode0
Trainable Discrete Feature Embeddings for Variational Quantum ClassifierCode0
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz RegularizationCode0
Generating Universal Adversarial Perturbations for Quantum ClassifiersCode0
Enhancing variational quantum state diagonalization using reinforcement learning techniquesCode0
Variational Quantum Approximate Support Vector Machine with Inference TransferCode0
Machine-learning based high-bandwidth magnetic sensingCode0
AQMLator -- An Auto Quantum Machine Learning E-PlatformCode0
Machine Learning in the Quantum Age: Quantum vs. Classical Support Vector MachinesCode0
Quantum enhanced stratification of Breast Cancer: exploring quantum expressivity for real omics dataCode0
Variational Quantum Circuits for Deep Reinforcement LearningCode0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift RuleCode0
Quantum Wasserstein Generative Adversarial NetworksCode0
Automating quantum feature map design via large language modelsCode0
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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