Browse State-of-the-Art › Quantum Machine Learning › Papers, page 3
Quantum Machine Learning
Papers archive 2025-07-28
archive papers tagged: 699 · with a code link: 140 · where Syntology ran a sample: 17 (15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (17 of 699 tagged: 15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 3 of 7: papers 201 to 300 of 699, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Qubit-Based Framework for Quantum Machine Learning: Bridging Classical Data and Quantum Algorithms17 Feb 2025 0 repositories listed
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Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification10 Feb 2025 0 repositories listed
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Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters10 Feb 2025 0 repositories listed
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Detection of Physiological Data Tampering Attacks with Quantum Machine Learning9 Feb 2025 0 repositories listed
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Quantum automated learning with provable and explainable trainability7 Feb 2025 0 repositories listed
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Variational decision diagrams for quantum-inspired machine learning applications6 Feb 2025 0 repositories listed
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Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing5 Feb 2025 0 repositories listed
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Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers3 Feb 2025 0 repositories listed
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Adversarial Robustness of Partitioned Quantum Classifiers28 Jan 2025 0 repositories listed
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Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions27 Jan 2025 0 repositories listed
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Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting22 Jan 2025 0 repositories listed
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QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks22 Jan 2025 0 repositories listed
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Stability and Generalization of Quantum Neural Networks22 Jan 2025 0 repositories listed
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Representation Learning with Parameterised Quantum Circuits for Advancing Speech Emotion Recognition21 Jan 2025 0 repositories listed
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Hybrid-Quantum Neural Architecture Search for The Proximal Policy Optimization Algorithm18 Jan 2025 0 repositories listed
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Modeling Feature Maps for Quantum Machine Learning14 Jan 2025 0 repositories listed
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Modeling Quantum Machine Learning for Genomic Data Analysis14 Jan 2025 0 repositories listed
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Learning to Measure Quantum Neural Networks10 Jan 2025 0 repositories listed
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Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study8 Jan 2025 0 repositories listed
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Quantum Hybrid Support Vector Machines for Stress Detection in Older Adults8 Jan 2025 0 repositories listed
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Improving Quantum Machine Learning via Heat-Bath Algorithmic Cooling5 Jan 2025 0 repositories listed
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Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection27 Dec 2024 0 repositories listed
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Quantum memristors for neuromorphic quantum machine learning25 Dec 2024 0 repositories listed
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Towards structure-preserving quantum encodings23 Dec 2024 0 repositories listed
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Opportunities and limitations of explaining quantum machine learning19 Dec 2024 0 repositories listed
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Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities18 Dec 2024 0 repositories listed
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Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity17 Dec 2024 0 repositories listed
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Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise16 Dec 2024 0 repositories listed
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Optimizing Hyperparameters for Quantum Data Re-Uploaders in Calorimetric Particle Identification16 Dec 2024 0 repositories listed
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The Stabilizer Bootstrap of Quantum Machine Learning with up to 10000 qubits16 Dec 2024 0 repositories listed
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Data Efficient Prediction of excited-state properties using Quantum Neural Networks12 Dec 2024 0 repositories listed
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Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels12 Dec 2024 0 repositories listed
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Regression and Classification with Single-Qubit Quantum Neural Networks12 Dec 2024 0 repositories listed
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Mitigating exponential concentration in covariant quantum kernels for subspace and real-world data10 Dec 2024 0 repositories listed
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Quantum vs. Classical Machine Learning Algorithms for Software Defect Prediction: Challenges and Opportunities10 Dec 2024 0 repositories listed
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LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks4 Dec 2024 0 repositories listed
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Lean classical-quantum hybrid neural network model for image classification3 Dec 2024 0 repositories listed
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Quantum Pointwise Convolution: A Flexible and Scalable Approach for Neural Network Enhancement2 Dec 2024 0 repositories listed
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The role of data-induced randomness in quantum machine learning classification tasks28 Nov 2024 0 repositories listed
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Predicting Water Quality using Quantum Machine Learning: The Case of the Umgeni Catchment (U20A) Study Region27 Nov 2024 0 repositories listed
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Integrating Machine Learning and Quantum Circuits for Proton Affinity Predictions26 Nov 2024 0 repositories listed
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Mixed-State Quantum Denoising Diffusion Probabilistic Model26 Nov 2024 0 repositories listed
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A quantum inspired predictor of Parkinsons disease built on a diverse, multimodal dataset25 Nov 2024 0 repositories listed
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Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era21 Nov 2024 0 repositories listed
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Quantum Kernel-Based Long Short-term Memory20 Nov 2024 0 repositories listed
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Digital-Analog Quantum Machine Learning16 Nov 2024 0 repositories listed
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Quantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning14 Nov 2024 0 repositories listed
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Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits13 Nov 2024 0 repositories listed
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Computable Model-Independent Bounds for Adversarial Quantum Machine Learning11 Nov 2024 0 repositories listed
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Empirical Quantum Advantage Analysis of Quantum Kernel in Gene Expression Data11 Nov 2024 0 repositories listed
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Understanding Generalization in Quantum Machine Learning with Margins11 Nov 2024 0 repositories listed
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Quantum Diffusion Models for Few-Shot Learning6 Nov 2024 0 repositories listed
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Expressivity of deterministic quantum computation with one qubit5 Nov 2024 0 repositories listed
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An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems4 Nov 2024 0 repositories listed
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Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages4 Nov 2024 0 repositories listed
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Information plane and compression-gnostic feedback in quantum machine learning4 Nov 2024 0 repositories listed
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Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics3 Nov 2024 0 repositories listed
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Hybrid model of the kernel method for quantum computers29 Oct 2024 0 repositories listed
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Method for noise-induced regularization in quantum neural networks25 Oct 2024 0 repositories listed
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Agnostic Process Tomography15 Oct 2024 0 repositories listed
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Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection11 Oct 2024 0 repositories listed
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KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection9 Oct 2024 0 repositories listed
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Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and Efficiency3 Oct 2024 0 repositories listed
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Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification2 Oct 2024 0 repositories listed
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Resource-efficient equivariant quantum convolutional neural networks2 Oct 2024 0 repositories listed
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Satellite image classification with neural quantum kernels30 Sep 2024 0 repositories listed
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OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines29 Sep 2024 0 repositories listed
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A Hybrid Quantum Neural Network for Split Learning25 Sep 2024 0 repositories listed
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Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical Industries24 Sep 2024 0 repositories listed
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Scalable quantum dynamics compilation via quantum machine learning24 Sep 2024 0 repositories listed
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LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder22 Sep 2024 0 repositories listed
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Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach17 Sep 2024 0 repositories listed
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Quantum Kernel Learning for Small Dataset Modeling in Semiconductor Fabrication: Application to Ohmic Contact17 Sep 2024 0 repositories listed
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CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data13 Sep 2024 0 repositories listed
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Exploring Biological Neuronal Correlations with Quantum Generative Models13 Sep 2024 0 repositories listed
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Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey11 Sep 2024 0 repositories listed
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Learning Robust Observable to Address Noise in Quantum Machine Learning11 Sep 2024 0 repositories listed
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Quantum Kernel Methods under Scrutiny: A Benchmarking Study6 Sep 2024 0 repositories listed
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Can Geometric Quantum Machine Learning Lead to Advantage in Barcode Classification?2 Sep 2024 0 repositories listed
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Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics2 Sep 2024 0 repositories listed
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Quantum Machine Learning for Anomaly Detection in Consumer Electronics30 Aug 2024 0 repositories listed
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Using Quantum Solved Deep Boltzmann Machines to Increase the Data Efficiency of RL Agents30 Aug 2024 0 repositories listed
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AI-driven Reverse Engineering of QML Models29 Aug 2024 0 repositories listed
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Verifiable cloud-based variational quantum algorithms25 Aug 2024 0 repositories listed
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Quantum Convolutional Neural Networks are (Effectively) Classically Simulable22 Aug 2024 0 repositories listed
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The curse of random quantum data19 Aug 2024 0 repositories listed
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Security Concerns in Quantum Machine Learning as a Service18 Aug 2024 0 repositories listed
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Quantum Gradient Class Activation Map for Model Interpretability12 Aug 2024 0 repositories listed
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Quantum Machine Learning: Performance and Security Implications in Real-World Applications8 Aug 2024 0 repositories listed
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Certifiably Robust Encoding Schemes2 Aug 2024 0 repositories listed
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Discrete Randomized Smoothing Meets Quantum Computing1 Aug 2024 0 repositories listed
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Quantum Long Short-Term Memory for Drug Discovery29 Jul 2024 0 repositories listed
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Quantum Machine Learning Architecture Search via Deep Reinforcement Learning29 Jul 2024 0 repositories listed
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QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding27 Jul 2024 0 repositories listed
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Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models26 Jul 2024 0 repositories listed
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Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey25 Jul 2024 0 repositories listed
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Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis25 Jul 2024 0 repositories listed
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Quantum Supervised Learning24 Jul 2024 0 repositories listed
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Quantum Computing for Climate Resilience and Sustainability Challenges23 Jul 2024 0 repositories listed
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In Search of Quantum Advantage: Estimating the Number of Shots in Quantum Kernel Methods22 Jul 2024 0 repositories listed