Browse State-of-the-Art › Quantum Machine Learning › Papers, page 4
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 4 of 7: papers 301 to 400 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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Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application13 Jul 2024 0 repositories listed
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Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment10 Jul 2024 0 repositories listed
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The Quantum Imitation Game: Reverse Engineering of Quantum Machine Learning Models9 Jul 2024 0 repositories listed
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Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches8 Jul 2024 0 repositories listed
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Quantum Machine Learning with Application to Progressive Supranuclear Palsy Network Classification6 Jul 2024 0 repositories listed
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Exploiting the equivalence between quantum neural networks and perceptrons5 Jul 2024 0 repositories listed
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Quantum Curriculum Learning2 Jul 2024 0 repositories listed
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Flood Prediction Using Classical and Quantum Machine Learning Models1 Jul 2024 0 repositories listed
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A Matrix Product State Model for Simultaneous Classification and Generation25 Jun 2024 0 repositories listed
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Machine Learning Applications of Quantum Computing: A Review19 Jun 2024 0 repositories listed
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On the relation between trainability and dequantization of variational quantum learning models11 Jun 2024 0 repositories listed
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Reinforcement learning-based architecture search for quantum machine learning4 Jun 2024 0 repositories listed
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Statistics-Informed Parameterized Quantum Circuit via Maximum Entropy Principle for Data Science and Finance3 Jun 2024 0 repositories listed
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Quantum Visual Feature Encoding Revisited30 May 2024 0 repositories listed
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Training-efficient density quantum machine learning30 May 2024 0 repositories listed
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Graph Neural Networks on Quantum Computers27 May 2024 0 repositories listed
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Adversarial Robustness Guarantees for Quantum Classifiers16 May 2024 0 repositories listed
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An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data16 May 2024 0 repositories listed
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Prospects of Privacy Advantage in Quantum Machine Learning14 May 2024 0 repositories listed
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Universal replication of chaotic characteristics by classical and quantum machine learning14 May 2024 0 repositories listed
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Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation13 May 2024 0 repositories listed
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Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem12 May 2024 0 repositories listed
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Diabetic Retinopathy Detection Using Quantum Transfer Learning2 May 2024 0 repositories listed
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Quantum AI for Alzheimer's disease early screening1 May 2024 0 repositories listed
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Machine Learning for Quantum Computing Specialists29 Apr 2024 0 repositories listed
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Permutation-equivariant quantum convolutional neural networks28 Apr 2024 0 repositories listed
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Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning25 Apr 2024 0 repositories listed
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A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models24 Apr 2024 0 repositories listed
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Guardians of the Quantum GAN24 Apr 2024 0 repositories listed
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PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud20 Apr 2024 0 repositories listed
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On-board classification of underwater images using hybrid classical-quantum CNN based method19 Apr 2024 0 repositories listed
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A Modified Depolarization Approach for Efficient Quantum Machine Learning10 Apr 2024 0 repositories listed
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Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU9 Apr 2024 0 repositories listed
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Quantum Circuit C^*-algebra Net9 Apr 2024 0 repositories listed
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QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection3 Apr 2024 0 repositories listed
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Optimizing Quantum Convolutional Neural Network Architectures for Arbitrary Data Dimension28 Mar 2024 0 repositories listed
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Quantum Algorithms: A New Frontier in Financial Crime Prevention27 Mar 2024 0 repositories listed
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Image Classification with Rotation-Invariant Variational Quantum Circuits22 Mar 2024 0 repositories listed
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Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series16 Mar 2024 0 repositories listed
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FedQNN: Federated Learning using Quantum Neural Networks16 Mar 2024 0 repositories listed
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Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning15 Mar 2024 0 repositories listed
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Qubit-Wise Architecture Search Method for Variational Quantum Circuits7 Mar 2024 0 repositories listed
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Parameterized quantum comb and simpler circuits for reversing unknown qubit-unitary operations6 Mar 2024 0 repositories listed
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EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning5 Mar 2024 0 repositories listed
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Quantum Mixed-State Self-Attention Network5 Mar 2024 0 repositories listed
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Classification of the Fashion-MNIST Dataset on a Quantum Computer4 Mar 2024 0 repositories listed
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Learning to Program Variational Quantum Circuits with Fast Weights27 Feb 2024 0 repositories listed
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Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case23 Feb 2024 0 repositories listed
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A Quick Introduction to Quantum Machine Learning for Non-Practitioners22 Feb 2024 0 repositories listed
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Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks22 Feb 2024 0 repositories listed
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Quantum Embedding with Transformer for High-dimensional Data20 Feb 2024 0 repositories listed
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Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks18 Feb 2024 0 repositories listed
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Arbitrary Polynomial Separations in Trainable Quantum Machine Learning13 Feb 2024 0 repositories listed
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Geometric quantum machine learning of BQPᴬ protocols and latent graph classifiers6 Feb 2024 0 repositories listed
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Unleashing the Expressive Power of Pulse-Based Quantum Neural Networks5 Feb 2024 0 repositories listed
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QSpeckleFilter: a Quantum Machine Learning approach for SAR speckle filtering2 Feb 2024 0 repositories listed
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Coherent Feed Forward Quantum Neural Network1 Feb 2024 0 repositories listed
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Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis31 Jan 2024 0 repositories listed
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Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks28 Jan 2024 0 repositories listed
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GQHAN: A Grover-inspired Quantum Hard Attention Network25 Jan 2024 0 repositories listed
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A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance21 Jan 2024 0 repositories listed
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A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals20 Jan 2024 0 repositories listed
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Neural auto-designer for enhanced quantum kernels20 Jan 2024 0 repositories listed
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Symmetry breaking in geometric quantum machine learning in the presence of noise17 Jan 2024 0 repositories listed
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Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning15 Jan 2024 0 repositories listed
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Hybrid quantum cycle generative adversarial network for small molecule generation28 Dec 2023 0 repositories listed
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Photovoltaic power forecasting using quantum machine learning27 Dec 2023 0 repositories listed
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On fundamental aspects of quantum extreme learning machines23 Dec 2023 0 repositories listed
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Federated Quantum Long Short-term Memory (FedQLSTM)21 Dec 2023 0 repositories listed
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The role of data embedding in equivariant quantum convolutional neural networks20 Dec 2023 0 repositories listed
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Towards an in-depth detection of malware using distributed QCNN19 Dec 2023 0 repositories listed
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Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning18 Dec 2023 0 repositories listed
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Quantum Generative Adversarial Networks: Bridging Classical and Quantum Realms15 Dec 2023 0 repositories listed
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Self-Adaptive Physics-Informed Quantum Machine Learning for Solving Differential Equations14 Dec 2023 0 repositories listed
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A Novel Image Classification Framework Based on Variational Quantum Algorithms13 Dec 2023 0 repositories listed
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Radio Signal Classification by Adversarially Robust Quantum Machine Learning13 Dec 2023 0 repositories listed
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Improvement in Variational Quantum Algorithms by Measurement Simplification11 Dec 2023 0 repositories listed
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Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly9 Dec 2023 0 repositories listed
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Privacy-preserving quantum federated learning via gradient hiding7 Dec 2023 0 repositories listed
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Advantage of Quantum Machine Learning from General Computational Advantages5 Dec 2023 0 repositories listed
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Hybrid Quantum Neural Network in High-dimensional Data Classification2 Dec 2023 0 repositories listed
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Impact of Data Augmentation on QCNNs1 Dec 2023 0 repositories listed
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Quantum Kernel t-Distributed Stochastic Neighbor Embedding1 Dec 2023 0 repositories listed
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A novel feature selection method based on quantum support vector machine29 Nov 2023 0 repositories listed
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Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses29 Nov 2023 0 repositories listed
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Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines27 Nov 2023 0 repositories listed
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Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis23 Nov 2023 0 repositories listed
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Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation23 Nov 2023 0 repositories listed
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Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration21 Nov 2023 0 repositories listed
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Symmetry-invariant quantum machine learning force fields19 Nov 2023 0 repositories listed
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Quantum-Assisted Simulation: A Framework for Developing Machine Learning Models in Quantum Computing17 Nov 2023 0 repositories listed
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Quantum Machine Learning for Remote Sensing: Exploring potential and challenges13 Nov 2023 0 repositories listed
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3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds9 Nov 2023 0 repositories listed
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Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures9 Nov 2023 0 repositories listed
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Expressibility-induced Concentration of Quantum Neural Tangent Kernels8 Nov 2023 0 repositories listed
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Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis4 Nov 2023 0 repositories listed
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Unifying (Quantum) Statistical and Parametrized (Quantum) Algorithms26 Oct 2023 0 repositories listed
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Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting25 Oct 2023 0 repositories listed
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Blind quantum machine learning with quantum bipartite correlator19 Oct 2023 0 repositories listed