| Variational Quanvolutional Neural Networks with enhanced image encoding | Jun 14, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation | Apr 15, 2025 | MathQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning | Jan 22, 2023 | Explainable Artificial Intelligence (XAI)Quantum Machine Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A divide-and-conquer algorithm for quantum state preparation | Aug 4, 2020 | Quantum Machine Learning | CodeCode Available | 1 | 5 |
| Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing | Jan 26, 2021 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 | 5 |
| A kernel-based quantum random forest for improved classification | Oct 5, 2022 | General ClassificationQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation | Dec 22, 2022 | Dimensionality ReductionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK | Aug 8, 2023 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Generative quantum machine learning via denoising diffusion probabilistic models | Oct 9, 2023 | DenoisingQuantum Machine Learning | CodeCode Available | 1 | 5 |
| A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms | Aug 28, 2022 | Dimensionality ReductionQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Quantum machine learning of large datasets using randomized measurements | Aug 2, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network | Jul 23, 2024 | DiversityQuantum Machine Learning | CodeCode Available | 1 | 5 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 | 5 |
| Challenges for Reinforcement Learning in Quantum Circuit Design | Dec 18, 2023 | Quantum Machine Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Quantum anomaly detection in the latent space of proton collision events at the LHC | Jan 25, 2023 | Anomaly DetectionQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Quantum Denoising Diffusion Models | Jan 13, 2024 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| The effect of data encoding on the expressive power of variational quantum machine learning models | Aug 19, 2020 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Experimental Quantum Generative Adversarial Networks for Image Generation | Oct 13, 2020 | Image GenerationQuantum Machine Learning | CodeCode Available | 0 | 5 |
| Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural Networks | Oct 12, 2024 | Quantum Machine Learning | CodeCode Available | 0 | 5 |
| Feature Importance and Explainability in Quantum Machine Learning | May 14, 2024 | Feature ImportanceQuantum Machine Learning | CodeCode Available | 0 | 5 |
| Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems | Feb 16, 2025 | Intrusion DetectionNetwork Intrusion Detection | CodeCode Available | 0 | 5 |
| A general learning scheme for classical and quantum Ising machines | Oct 27, 2023 | Quantum Machine Learning | CodeCode Available | 0 | 5 |
| Enhancing variational quantum state diagonalization using reinforcement learning techniques | Jun 19, 2023 | Quantum Machine Learningreinforcement-learning | CodeCode Available | 0 | 5 |
