| Layerwise learning for quantum neural networks | 2021/01/25 | English | 118 |
| Reverse quantum annealing approach to portfolio optimization problems | 2019/04/26 | English | 96 |
| Quanvolutional neural networks: powering image recognition with quantum circuits | 2020/02/27 | English | 93 |
| Quantum convolutional neural network for classical data classification | 2022/02/10 | English | 50 |
| Variational quantum Boltzmann machines | 2021/02/22 | English | 39 |
| A hybrid machine learning algorithm for designing quantum experiments | 2019/03/27 | English | 38 |
| Universal discriminative quantum neural networks | 2020/12/15 | English | 37 |
| Evaluation of parameterized quantum circuits: on the relation between classification accuracy, expressibility, and entangling capability | 2021/03/11 | English | 33 |
| Bayesian deep learning on a quantum computer | 2019/05/15 | English | 30 |
| A reinforcement learning approach for quantum state engineering | 2020/05/11 | English | 27 |
| Kernel methods in Quantum Machine Learning | 2019/11/15 | English | 25 |
| Pseudo-dimension of quantum circuits | 2020/11/06 | English | 23 |
| Hybrid quantum classical graph neural networks for particle track reconstruction | 2021/11/28 | English | 20 |
| Quantum learning with noise and decoherence: a robust quantum neural network | 2020/01/31 | English | 19 |
| Optimizing quantum heuristics with meta-learning | 2021/04/13 | English | 17 |
| Analysis and synthesis of feature map for kernel-based quantum classifier | 2020/06/01 | English | 16 |
| Quantum transfer learning for breast cancer detection | 2022/02/28 | English | 16 |
| Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective | 2019/10/31 | English | 14 |
| Decoding surface code with a distributed neural network–based decoder | 2020/03/13 | English | 14 |
| Quantum-assisted associative adversarial network: applying quantum annealing in deep learning | 2021/06/01 | English | 14 |
| An introduction to quantum machine learning: from quantum logic to quantum deep learning | 2021/11/15 | English | 13 |
| Quantum machine intelligence | 2019/05/15 | English | 13 |
| Quantum computing methods for supervised learning | 2021/09/06 | English | 13 |
| On quantum ensembles of quantum classifiers | 2020/06/01 | English | 10 |
| Methods for accelerating geospatial data processing using quantum computers | 2021/01/25 | English | 10 |
| Robust implementation of generative modeling with parametrized quantum circuits | 2021/05/03 | English | 10 |
| Learning the noise fingerprint of quantum devices | 2022/04/01 | English | 10 |
| Quantum bandits | 2020/06/01 | English | 9 |
| Error-mitigated data-driven circuit learning on noisy quantum hardware | 2020/06/01 | English | 9 |
| QDNN: deep neural networks with quantum layers | 2021/04/26 | English | 9 |