| Understanding quantum machine learning also requires rethinking generalization | Jun 23, 2023 | MemorizationQuantum Machine Learning | CodeCode Available | 1 |
| VSQL: Variational Shadow Quantum Learning for Classification | Dec 15, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| A kernel-based quantum random forest for improved classification | Oct 5, 2022 | General ClassificationQuantum 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 |
| A divide-and-conquer algorithm for quantum state preparation | Aug 4, 2020 | Quantum Machine Learning | CodeCode Available | 1 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
| A quantum algorithm for training wide and deep classical neural networks | Jul 19, 2021 | BIG-bench Machine LearningQuantum 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 |
| Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing | Jan 26, 2021 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 |
| Challenges for Reinforcement Learning in Quantum Circuit Design | Dec 18, 2023 | Quantum Machine Learningreinforcement-learning | CodeCode Available | 1 |
| A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network | Jul 23, 2024 | DiversityQuantum Machine Learning | CodeCode Available | 1 |
| Equivariant quantum circuits for learning on weighted graphs | May 12, 2022 | Combinatorial OptimizationQuantum Machine Learning | CodeCode Available | 1 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation | Apr 15, 2025 | MathQuantum 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 |
| Scalable Quantum Neural Networks for Classification | Aug 4, 2022 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Optimizing Quantum Variational Circuits with Deep Reinforcement Learning | Sep 7, 2021 | BIG-bench Machine LearningDeep Reinforcement 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 |
| Quantum Convolutional Neural Networks for Multi-Channel Supervised Learning | May 30, 2023 | Quantum Machine Learning | CodeCode Available | 1 |
| A Hybrid Quantum Neural Network for Split Learning | Sep 25, 2024 | Quantum Machine Learning | —Unverified | 0 |
| A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud | Sep 30, 2023 | Cloud ComputingGenerative Adversarial Network | —Unverified | 0 |
| Agnostic Process Tomography | Oct 15, 2024 | Learning TheoryQuantum Machine Learning | —Unverified | 0 |
| Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles | May 13, 2025 | EEGQuantum Machine Learning | —Unverified | 0 |
| 3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds | Nov 9, 2023 | Quantum Machine Learning | —Unverified | 0 |
| A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods | Apr 8, 2025 | Quantum Machine LearningStructural Health Monitoring | —Unverified | 0 |
