| Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits | Mar 17, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Quantum neural networks force fields generation | Mar 9, 2022 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Optimal quantum dataset for learning a unitary transformation | Mar 1, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Quantum Deep Reinforcement Learning for Robot Navigation Tasks | Feb 24, 2022 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Quantum Differential Privacy: An Information Theory Perspective | Feb 22, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Study of Feature Importance for Quantum Machine Learning Models | Feb 18, 2022 | BIG-bench Machine LearningDiversity | —Unverified | 0 |
| Parametric t-Stochastic Neighbor Embedding With Quantum Neural Network | Feb 9, 2022 | BIG-bench Machine LearningData Visualization | —Unverified | 0 |
| DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification | Feb 2, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Differentiating and Integrating ZX Diagrams with Applications to Quantum Machine Learning | Jan 31, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization | Jan 21, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Classical Simulation of Variational Quantum Classifiers using Tensor Rings | Jan 21, 2022 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis | Jan 17, 2022 | Binary ClassificationQuantum Machine Learning | —Unverified | 0 |
| Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach | Jan 13, 2022 | BIG-bench Machine LearningGraph Learning | —Unverified | 0 |
| Systematic Literature Review: Quantum Machine Learning and its applications | Jan 11, 2022 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Quantum activation functions for quantum neural networks | Jan 10, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Quantum Capsule Networks | Jan 5, 2022 | Quantum Machine Learning | —Unverified | 0 |
| Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze | Dec 14, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning | Dec 13, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Quantum kernels for real-world predictions based on electronic health records | Dec 12, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| QKSA: Quantum Knowledge Seeking Agent -- resource-optimized reinforcement learning using quantum process tomography | Dec 7, 2021 | Quantum Machine Learningreinforcement-learning | —Unverified | 0 |
| Quantum Machine Learning for Radio Astronomy | Dec 5, 2021 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Revisiting dequantization and quantum advantage in learning tasks | Dec 1, 2021 | Quantum Machine Learning | —Unverified | 0 |
| Discriminating Quantum States with Quantum Machine Learning | Dec 1, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 |
| Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery | Nov 15, 2021 | Drug DiscoveryQuantum Machine Learning | —Unverified | 0 |
| Quantum Model-Discovery | Nov 11, 2021 | BIG-bench Machine LearningEquation Discovery | —Unverified | 0 |
