Hybrid Quantum-Classical ML

ML: Machine Learning

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8 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

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  1. Q-PhotoMarket: A Design Space Exploration Framework for Photonic Hybrid Quantum Neural Networks in Financial Market Prediction

    Oct 7, 2026Alberto Marchisio, Hanzalah Mohamed Siraj, Muhammad Kashif +2Quantum Neural NetworksHybrid Quantum-Classical ML

  2. Quantum anomaly detection in real scarce data

    Oct 7, 2026Emanuele Casciaro, Fabio Mascherpa, Alfonso Amendola +1Anomaly DetectionTime-Series Anomaly Detection

  3. Adaptive-Shot Hybrid Quantum Anomaly Detection for Tactile Internet Security: Reliability-Aware Measurement Allocation Under Resource Constraints

    Oct 5, 2026Mubassir Serneabat Sudipto, Shakil Ahmed, Ashfaq Khokhar +1CybersecurityHybrid Quantum-Classical ML

  4. Context-Aware Error Mitigation Orchestration for Hybrid Quantum Reinforcement Learning on NISQ Systems

    Oct 1, 2026Bisma Majid, Shabir Ahmed Sofi, Mir Mohammad YousufHybrid Quantum-Classical MLQuantum RL

  5. Evaluating Hybrid Quantum-Classical Models for Reduced-Order Brain Deformation Dynamics

    Sep 30, 2026Tao Liu, Ge He, Dongyu Liang +1Time Series ForecastingProper Orthogonal Decomposition

  6. A Width-Matched Comparison of Hybrid Quantum-Classical Self-Supervised Learning for Fingerprint Recognition

    Sep 30, 2026Maria S. Edwards, Kidwell Dlamini, Pin-An Lin +2Quantum Feature MapsContrastive Learning

  7. Repairability of Inexact Solvers in Recursive State Estimation with Machine Learning

    Sep 23, 2026Yanjun Ji, Dennis Willsch, Orkun Şensebat +8Kalman FilteringHybrid Quantum-Classical ML

  8. Recursive Quantum Long Short-Term Memory for Stable Short-Horizon Temperature Forecasting

    Sep 17, 2026Mu-En Lee, Yen-Ku Liu, Samuel Yen-Chi Chen +1Time Series ForecastingQuantum Machine Learning

  9. Hybrid Variational Quantum Circuits for Multivariate Regression and High-Dimensional Data Reconstruction

    Sep 15, 2026Koffi Ognandon Ayena, Frédéric Holweck, Serge Iovleff +1Quantum Feature MapsImage Reconstruction

  10. QTrans: A Quantum Transformer for Sentiment Classification

    Sep 14, 2026Ren-Xin Zhao, Xinjie Huang, Yahong Liu +4Sentiment AnalysisHybrid Quantum-Classical ML

  11. Hybrid Quantum-Classical NLP Classification with Compact Semantic Representations: An Experimental Analysis of Representation Compression

    Sep 9, 2026Ali Hassan, Zijia Zhao, Maha A. MetaweiHybrid Quantum-Classical MLText Classification

  12. A hybrid quantum-classical neural network for learning to route

    Aug 31, 2026Marcus Rolf Peter Ritt, Alexsandro Santos da Rosa Júnior, Marcos Vinicius Reballo +2Hybrid Quantum-Classical MLVehicle Routing

  13. Quantum-Grassmann-Plucker Token Mixing for Deep Learning-Based Post-Disaster Damage Assessment

    Aug 31, 2026Kooroush Farahkhah, Umut Lagap, Taha Rezaei +1Disaster Damage AssessmentQuantum Machine Learning

  14. Quantum-Classical Physics-Informed Kolmogorov-Arnold Networks for Solving Fuzzy Differential Equations

    Aug 9, 2026Xiang Rao, Yuxuan ShenPDE SolvingHybrid Quantum-Classical ML

  15. QuanTiMedAI: Quantum-Enhanced Time-Series Model guided by Agentic AI for Cardiac Arrest Mortality Prediction

    Aug 6, 2026Mutasim Fuad Sarker, Adiba Rahman Namira, Wafa Binte Alam +3Hybrid Quantum-Classical MLLongitudinal EHR Modeling

  16. How Much Reconstruction Does Quantum Machine Learning Need? Late Fusion of Independently Trained Quantum Subcircuits

    Aug 6, 2026Prabhjot Singh, Adel N. Toosi, Rajkumar BuyyaQuantum Machine LearningHybrid Quantum-Classical ML

  17. Hybrid Quantum Neural Networks: Theory, Implementations, and Applications

    Aug 2, 2026Léo Monbroussou, Maniraman Periyasamy, Viacheslav Kuzmin +4Hybrid Quantum-Classical MLVariational Quantum Circuits

  18. Adaptive Quantum Physics-Informed Neural Networks for Differential Equations with Applications to Fluid Dynamics

    Aug 1, 2026Fabio Pereira dos Santos, Renato Portugal, Júlio de Castro Vargas Fernandes +1PDE SolvingHybrid Quantum-Classical ML

  19. Volcanic Clouds Detection through QCNN and Geostationary Satellite Multispectral Imagery

    Jul 29, 2026Federica Torrisi, Claudia Corradino, Alessandro Grilli +5Remote Sensing Image UnderstandingQuantum Convolutional Neural Networks

  20. Hybrid Quantum CNN for Cross-Sensor Spaceborne Volcanic Thermal Activity Recognition Worldwide

    Jul 29, 2026Claudia Corradino, Federica Torrisi, Alessandro Grilli +5Remote Sensing Image UnderstandingHybrid Quantum-Classical ML

  21. LLM-Guided Initialization for Accelerated Hybrid Quantum-Classical Medical Image Classification

    Jul 29, 2026Riza Alaudin Syah, Irwan Alnarus Kautsar, Haza Nuzly Bin Abdull HamedNeural Network InitializationHybrid Quantum-Classical ML

  22. Variational Quantum Conditional Boltzmann Machines for Time-Series Forecasting: Architectures, Symmetric Hyperparameter Evaluation, and a Nonlinear Benchmark

    Jul 27, 2026Gerhard Hellstern, Danyal Maheshwari, Martin Zaefferer +2Time Series ForecastingForecasting Benchmarks

  23. Hash-QNeRF: Multiresolution Hash Encoding for Quantum Neural Radiance Fields

    Jul 23, 2026Digonto Biswas, Tana Ballove, Anjan Bandyopadhyay +2Neural RenderingHybrid Quantum-Classical ML

  24. PN-QNN: Harnessing Physical Noise as a Native Regularizer in Photonic Hybrid Quantum Neural Networks

    Jul 22, 2026Farah Elnakhal, Alberto Marchisio, Nouhaila Innan +2Hybrid Quantum-Classical MLPhotonic Computing

  25. Hybrid LLM-Guided Search for Quantum Reservoir Architecture Design

    Jul 21, 2026Krishna Bhatia, Gautami Sanjay NaikLarge Language Model-Guided OptimizationQuantum Machine Learning

  26. A Quantum-Classical Hybrid Framework for Multivariate Time-Series Forecasting Complexity-Fidelity Trade-offs and Limitations

    Jul 17, 2026Sanjay Chakraborty, Fredrik HeintzMultivariate Time Series ForecastingTime Series Forecasting

  27. RF Spectrogram Anomaly Detection with Quantum Kitchen Sinks: Architecture, Representation, and Hardware Validation

    Jul 15, 2026Abdallah Aaraba, Alexis Vieloszynski, Remon Polus +2Hybrid Quantum-Classical MLWireless Communications

  28. PQFA: Parallel Quantum Feature Augmentation of Fused Representations for Multimodal Classification

    Jul 15, 2026Mingzhu Wang, Yun ShangQuantum Feature MapsQuantum Machine Learning

  29. VQCSim: When Does Compile-Once Statevector Simulation Beat Generic Quantum Frameworks?

    Jul 13, 2026Anton Firc, Martin Perešíni, Vojtěch Mrázek +7GPU AccelerationHybrid Quantum-Classical ML

  30. Quantum-Enhanced Synthetic Data Generation Using Quantum Circuit Born Machines for Imbalanced Tabular Learning

    Jul 10, 2026Tanapol Nuatho, Narisorn Sangnakara, Prapong Prechaprapranwong +1Class-Imbalanced LearningQuantum Machine Learning

  31. QCNN with Rough Path Signature Kernels

    Jul 8, 2026Leonardo Nogueira Falabella, Vasily SazonovTime Series ClassificationQuantum Convolutional Neural Networks

  32. Image classification via a quantum-inspired strategy involving a mixture of experts

    Jul 8, 2026Kumari Jyoti, Rohith Babu, Apoorva D. PatelHybrid Quantum-Classical MLQuantum-Inspired ML

  33. An Hybrid Quantum-Classical Diffusion Model for Image Generation

    Jul 8, 2026Qipeng Qian, Keli Deng, Yuntao QianLatent Diffusion ModelsQuantum Generative Modeling

  34. Canonical quantization of neurons

    Jul 6, 2026Alexander He, Nana Liu, Mark M. WildeQuantum Machine LearningHybrid Quantum-Classical ML

  35. QFedAgent: Quantum-Enhanced Personalized Federated Learning for Multi-Agent Activity Recognition

    Jul 2, 2026Quoc Bao Phan, Tuy Tan NguyenMultimodal Federated LearningHuman Activity Recognition

  36. Hybrid quantum-classical neural network for sentiment analysis

    Jul 2, 2026Giacomo Cappiello, Filippo Caruso, Xing Liang +1Sentiment AnalysisHybrid Quantum-Classical ML

  37. Staged Hybridisation for Visual Quantum Reinforcement Learning via Knowledge Distillation

    Jun 29, 2026Javier Lazaro, Juan-Ignacio Vazquez, Pablo Garcia-BringasHybrid Quantum-Classical MLVariational Quantum Circuits

  38. Exploring the Effects of Entanglement on Quantum Machine Learning of Pathogen Epitope-Receptor Binding

    Jun 27, 2026Aspen Erlandsson Brisebois, Luis Pablo Gonzalez Dominguez, Shivansi Prajapati +8Quantum Feature MapsQuantum Machine Learning

  39. Parameter-Efficient Continuous-Variable Photonic Quantum Neural Networks for Edge Quantum AI: Demonstration in Oral Cancer Detection

    Jun 26, 2026Akshay Bhagwan Sonawane, Sophie Choe, Lakshman TamilMedical Image AnalysisHybrid Quantum-Classical ML

  40. Quantum Dynamic Time Warping for Multivariate Time Series Classification

    Jun 26, 2026Diego Alvarez-Estevez, Alejandro Mayorga-Redondo, Eduardo Mosqueira-ReyDynamic Time WarpingMultivariate Time Series Classification

  41. Quantum Generative Diffusion Model for Real-World Time Series

    Jun 25, 2026Jack Waller, Filippo Caruso, Dimitrios Makris +2Synthetic Data AugmentationQuantum Generative Modeling

  42. Mitigating Measurement-Induced Training Instability in Hybrid Quantum Neural Networks for Protein Classification

    Jun 21, 2026Milton Mondal, Sushovan Chanda, Mohamad Mahdi Alawieh +6Hybrid Quantum-Classical MLQuantum Neural Networks

  43. QeHDC: Hyperdimensional Computing based on Quantum-enhanced binding and SuperClass Construction

    Jun 21, 2026Yangjie Xu, Hui Huang, Li Ning +1Hybrid Quantum-Classical MLHyperdimensional Computing

  44. Configurable Algorithms for Histopathologic Cancer Detection on Quantum Hardware

    Jun 19, 2026Nandika Goyal, Glen Uehara, Andreas SpaniasEdge InferenceHybrid Quantum-Classical ML

  45. Quantum-classical physics-informed Kolmogorov-Arnold networks for PDEs

    Jun 18, 2026Xiang Rao, Yuxuan ShenPDE SolvingHybrid Quantum-Classical ML

  46. A Controlled Benchmark of Quantum-Latent GAN Augmentation for Brain MRI

    Jun 17, 2026Syed Mujtaba Haider, Silvia FiginiSynthetic Data AugmentationQuantum Generative Modeling

  47. A Hybrid Quantum-Classical Approach for Melt Pool Prediction in Laser Powder Bed Fusion

    Jun 17, 2026Matthew M. Sato, Kincho H. LawQuantum Machine LearningHybrid Quantum-Classical ML

  48. Quantum Annealing Enhanced Reinforcement Learning for Accurate Remaining Useful Lifetime Prediction

    Jun 16, 2026Manoranjan Gandhudi, Arunkumar V., G. R. Anil +1RUL EstimationQuantum Annealing

  49. Quantum-classical hybrid models based on error correction for time series forecasting

    Jun 13, 2026Jonathan H. A. de Carvalho, Filipe C. de L. Duarte, Fernando M. de Paula Neto +1Time Series ForecastingQuantum Machine Learning

  50. Hybrid Classical-Quantum (HCQ) Alzheimer's Classification via Supervised ββ-VAE and Quantum Kernels

    Jun 12, 2026Tia Tiwari, Vamshi Krishna Kancharla, Neelam SinhaVariational AutoencodersHybrid Quantum-Classical ML

  51. Higher-Order Token Interactions via Quantum Attention

    Jun 10, 2026Jian Xu, Chao Li, Delu Zeng +2Hybrid Quantum-Classical MLQuantum Neural Networks

  52. Quantum-Enhanced Similarity Measures for Polarimetric Materials Classification

    Jun 5, 2026Sara Shojaei, Seyed Mohamad Ali Tousi, Emma Bennett +6Hybrid Quantum-Classical MLMaterials Science

  53. QPredSGG: Hybrid Quantum Predicate Learning for Long-Tailed Scene Graph Generation

    Jun 3, 2026Prerana Ramkumar, Nouhaila Innan, Muhammad ShafiqueScene Graph GenerationLong-Tailed Classification

  54. Scalable On-Hardware Training of Quantum Neural Networks and Application to Clinical Data Imputation

    Jun 2, 2026Natansh Mathur, Panagiotis Kl. Barkoutsos, Masako Yamada +2Hybrid Quantum-Classical MLQuantum Neural Networks

  55. Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

    May 31, 2026Syed Farhan Ahmad, Gregory T. ByrdHybrid Quantum-Classical MLBarren Plateaus

  56. Accelerating physics-informed neural networks for full waveform inversion using a hybrid quantum-classical finite-basis architecture

    May 31, 2026Hoang Anh Nguyen, Divakar Vashisth, Ali TuraHybrid Quantum-Classical MLPhysics-Informed ML

  57. HQ-JEPA: Hybrid Quantum Joint-Embedding Predictive Architecture for Cross-Modal Remote Sensing Representation Learning

    May 29, 2026Md Aminur Hossain, Ayush V. Patel, Sanjay K. Singh +1Representation LearningCross-Modal Representation Learning