| Better than classical? The subtle art of benchmarking quantum machine learning models | Mar 11, 2024 | BenchmarkingBinary Classification | CodeCode Available | 7 |
| Qiskit Machine Learning: an open-source library for quantum machine learning tasks at scale on quantum hardware and classical simulators | May 23, 2025 | Quantum Machine Learning | CodeCode Available | 4 |
| Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training | Jan 5, 2024 | Quantum Machine Learning | CodeCode Available | 4 |
| TensorFlow Quantum: A Software Framework for Quantum Machine Learning | Mar 6, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 2 |
| PennyLane: Automatic differentiation of hybrid quantum-classical computations | Nov 12, 2018 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 2 |
| Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation | Apr 15, 2025 | MathQuantum Machine Learning | CodeCode Available | 1 |
| QuForge: A Library for Qudits Simulation | Sep 26, 2024 | Quantum Machine Learning | CodeCode Available | 1 |
| A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network | Jul 23, 2024 | DiversityQuantum Machine Learning | CodeCode Available | 1 |
| Quantum Denoising Diffusion Models | Jan 13, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| Challenges for Reinforcement Learning in Quantum Circuit Design | Dec 18, 2023 | Quantum Machine Learningreinforcement-learning | CodeCode Available | 1 |
| sQUlearn -- A Python Library for Quantum Machine Learning | Nov 15, 2023 | Quantum Machine Learning | CodeCode Available | 1 |
| Generative quantum machine learning via denoising diffusion probabilistic models | Oct 9, 2023 | DenoisingQuantum Machine Learning | CodeCode Available | 1 |
| A hybrid quantum-classical fusion neural network to improve protein-ligand binding affinity predictions for drug discovery | Sep 6, 2023 | Drug DiscoveryPrediction | CodeCode Available | 1 |
| Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK | Aug 8, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| Understanding quantum machine learning also requires rethinking generalization | Jun 23, 2023 | MemorizationQuantum Machine Learning | CodeCode Available | 1 |
| Quantum Convolutional Neural Networks for Multi-Channel Supervised Learning | May 30, 2023 | Quantum Machine Learning | CodeCode Available | 1 |
| Quantum anomaly detection in the latent space of proton collision events at the LHC | Jan 25, 2023 | Anomaly DetectionQuantum Machine Learning | CodeCode Available | 1 |
| Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning | Jan 22, 2023 | Explainable Artificial Intelligence (XAI)Quantum Machine Learning | CodeCode Available | 1 |
| Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation | Dec 22, 2022 | Dimensionality ReductionGenerative Adversarial Network | CodeCode Available | 1 |
| A kernel-based quantum random forest for improved classification | Oct 5, 2022 | General ClassificationQuantum Machine Learning | CodeCode Available | 1 |
| A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms | Aug 28, 2022 | Dimensionality ReductionQuantum Machine Learning | CodeCode Available | 1 |
| Scalable Quantum Neural Networks for Classification | Aug 4, 2022 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Quantum Advantage Seeker with Kernels (QuASK): a software framework to speed up the research in quantum machine learning | Jun 30, 2022 | Quantum Machine Learning | CodeCode Available | 1 |
| Equivariant quantum circuits for learning on weighted graphs | May 12, 2022 | Combinatorial OptimizationQuantum Machine Learning | CodeCode Available | 1 |
| Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze | Dec 14, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
