Quantum Machine Learning
3,957 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 373-384 of 3,957
Encoding Numerical Data for Generative Quantum Machine Learning
Michael Krebsbach, Florentin Reiter, Thomas Wellens, Hagen-Henrik Kowalski, Ali Abedi
Encrypted clones can leak: Classification of informative subsets in Quantum Encrypted Cloning
Gabriele Gianini, Omar Hasan, Corrrado Mio, Stelvio Cimato, Ernesto Damiani
End-to-End PDE-Based Quantum Algorithms for Multi-Asset Option Pricing under Local and Stochastic Volatility
Nikita Guseynov, Nana Liu, Chi Seng Pun, Tushar Vaidya
End-to-End QGAN-Based Image Synthesis via Neural Noise Encoding and Intensity Calibration
Xue Yang, Rigui Zhou, Shizheng Jia, Dax Enshan Koh, Siong Thye Goh, Yaochong Li, Hongyu Chen, Fuhui Xiong
Energy efficient optical tracking for space quantum communication
Eric Vokes, Vinod N. Rao, Elinore Spencer, Rupesh Kumar
Enhanced hybrid quantum classical neural networks with novel encoding techniques for image recognition
Kandula Aditya Sri Krishna Raghav Chowdary, T. Janani
Enhanced quantum support vector regression with quantum kernels and virtual sampling for ABX3 perovskite formation energy
Muhamad Akrom, Supriadi Rustad, Hermawan Kresno Dipojono, Ryo Maezono, Hideaki Kasai
Enhanced Reinforcement Learning-based Process Synthesis via Quantum Computing
Austin Braniff, Fengqi You, Yuhe Tian
Enhancing adversarial robustness of neural networks via quantum computing
Xiangyu Shi, Yunzhe Tian, Yike Li, Weiwei Jiang, Leyu Fu, Xingyu Wu, Xiaoshu Cui, Wenjia Niu
Enhancing Blood Cells Classification using Hybrid Quantum Neural Networks
Guilherme Cruz, Nouhaila Innan, Alberto Marchisio, Gabriel Falcao, Muhammad Shafique
Enhancing Gaussian process regression-accelerated QM/MM free energy simulations using atomic environment descriptors.
Snyder R, Li D, Ho T, Kim B, Qazi H, Pan X, Shao Y, Pu J
Enhancing prosumer microgrid sustainability and cost efficiency through quantum conditional generative adversarial network based load and weather forecasting
B. Gopinath, S. Karthikeyan, S. Kamalakannan, S. Nithyakalyani