Quantum Machine Learning
4,009 papers
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 1681-1692 of 4,009
QCoder Benchmark: Bridging Language Generation and Quantum Hardware through Simulator-Based Feedback
Taku Mikuriya, Tatsuya Ishigaki, Masayuki Kawarada, Shunya Minami, Tadashi Kadowaki, Yohichi Suzuki, Soshun Naito, Shunya Takata, Takumi Kato, Tamotsu Basseda, Reo Yamada, Hiroya Takamura
QDNA-ID Quantum Device Native Authentication
Osamah N. Neamah
QEF: Reproducible and Exploratory Quantum Software Experiments
Vincent Gierisch, Wolfgang Mauerer
QGShap: Quantum Acceleration for Faithful GNN Explanations
Haribandhu Jena, Jyotirmaya Shivottam, Subhankar Mishra
Qiboml: towards the orchestration of quantum-classical machine learning
Matteo Robbiati, Andrea Papaluca, Andrea Pasquale, Edoardo Pedicillo, Renato M. S. Farias, Alejandro Sopena, Mattia Robbiano, Ghaith Alramahi, Simone Bordoni, Alessandro Candido, Niccolò Laurora, Jogi Suda Neto, Yuanzheng Paul Tan, Michele Grossi, Stefano Carrazza
QIBONN: A Quantum-Inspired Bilevel Optimizer for Neural Networks on Tabular Classification
Pedro Chumpitaz-Flores, My Duong, Ying Mao, Kaixun Hua
QiNN-QJ: A Quantum-inspired Neural Network with Quantum Jump for Multimodal Sentiment Analysis
Yiwei Chen, Kehuan Yan, Yu Pan, Daoyi Dong
QINNs: Quantum-Informed Neural Networks
Aritra Bal, Markus Klute, Benedikt Maier, Melik Oughton, Eric Pezone, Michael Spannowsky
QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory
Yu-Chao Hsu, Jiun-Cheng Jiang, Chun-Hua Lin, Kuo-Chung Peng, Nan-Yow Chen, Samuel Yen-Chi Chen, En-Jui Kuo, Hsi-Sheng Goan
QPU Micro-Kernels for Stencil Computation
Stefano Markidis, Luca Pennati, Marco Pasquale, Gilbert Netzer, Ivy Peng
QReach: A Reachability Analysis Tool for Quantum Markov Chains
Aochu Dai, Mingsheng Ying
QSentry: Backdoor Detection for Quantum Neural Networks via Measurement Clustering
Shuolei Wang, Zimeng Xiao, Jinjing Shi, Heyuan Shi, Shichao Zhang, Xuelong Li