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 1045-1056 of 4,009
Quantum Transfer Learning Shows Improved Robustness in Low-Data Regimes
Li-An Lo, Li-Yi Hsu, Hsien-Yi Hsieh
Quantum Viterbi Algorithm
Luigi Accardi, Abdessatar Souissi, El Gheteb Soueidi, Farrukh Mukhamedov, Mohamed Rhaima
Quantum vs. Classical Machine Learning: A Benchmark Study for Financial Prediction
Rehan Ahmad, Muhammad Kashif, Nouhaila Innan, Muhammad Shafique
Quantum walks–based adaptive distribution generation with efficient CUDA-Q acceleration
Yen Jui Chang, Wei-Ting Wang, Chen-Yu Liu, Yun-Yuan Wang, Ching-Ray Chang
Quantum-Accelerated Gowers $U_2$ Norm for Bent Boolean Functions
Rajdeep Dwivedi, C. A Jothishwaran, Sugata Gangopadhyay, Vishvendra Singh Poonia
Quantum-Assisted Trainable-Embedding Physics-Informed Neural Networks for Parabolic PDEs
Ban Q. Tran, Nahid Binandeh Dehaghani, Rafal Wisniewski, Susan Mengel, A. Pedro Aguiar
Quantum-augmented graph differential geometry enhances accuracy in protein-protein interaction prediction.
Karthick V, Alshammari FS, Jayasimman IP, Besi PR, Akgul A.
Quantum-Compatible Dictionary Learning via Doubly Sparse Models
Angshul Majumdar
Quantum-descriptor-guided machine learning for predicting the Pseudo-first-order rate constant of CO2 absorption by amine-based absorbents
Tianxiong Liu, Ningbo Yu, Chenyu Du, Min Xiao, Bo Jin, Zhiwu Liang, Haiyan Zhang, Hongxia Gao
Quantum-driven neural network with masked self-attention for multi-modal driving fatigue detection
Xu Xu, Chong Fu
Quantum-enabled construction (QEC): A framework of quantum technology in construction and built environments
Lapyote Prasittisopin, Wiwittawin Sukmas, Jin-Shi Xu, Xiao-Ye Xu, Nadnudda Rodthongkum, Thomas H.-K. Kang, Pranut Potiyaraj
Quantum-Enhanced CNN for Multi-Class Retinal Disease Classification from OCT Images
bhatia l, Gupta S, Patel R, Pandey VS.