Quantum State Tomography with Conditional Generative Adversarial Networks

7 August 2020

Papers citing "Quantum State Tomography with Conditional Generative Adversarial Networks"

31 / 31 papers shown

Title
Tomography of Quantum States from Structured Measurements via quantum-aware transformer Hailan Ma Zhenhong Sun Daoyi Dong Chunlin Chen H. Rabitz 71 3 0 09 May 2023
Classification and reconstruction of optical quantum states with deep neural networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum 52 64 0 03 Dec 2020
Attention-based Quantum Tomography Peter Cha P. Ginsparg Felix Wu Juan Carrasquilla Peter L. McMahon Eun-Ah Kim 56 75 0 22 Jun 2020
Learning to Simulate Dynamic Environments with GameGAN Seung Wook Kim Yuhao Zhou Jonah Philion Antonio Torralba Sanja Fidler GAN 66 102 0 25 May 2020
STAN-CT: Standardizing CT Image using Generative Adversarial Network Mona Selim Jie Zhang B. Fei Guo-Qiang Zhang Jin Chen MedIm DiffM 35 17 0 02 Apr 2020
Machine learning assisted quantum state estimation Sanjaya Lohani Brian T. Kirby M. Brodsky Onur Danaci R. Glasser 106 80 0 06 Mar 2020
Predicting Many Properties of a Quantum System from Very Few Measurements Hsin-Yuan Huang R. Kueng J. Preskill 43 1,100 0 18 Feb 2020
Variational Quantum Circuits for Quantum State Tomography Yong Liu Dongyang Wang Shichuan Xue Anqi Huang Xiang Fu ... Heliang Huang Mingtang Deng Chu Guo Xuejun Yang Junjie Wu 32 38 0 16 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,808 0 03 Dec 2019
Sparse Generative Adversarial Network Shahin Mahdizadehaghdam Ashkan Panahi Hamid Krim GAN 42 32 0 20 Aug 2019
Experimental quantum homodyne tomography via machine learning E. Tiunov V. Tiunova Alexander Ulanov A. Lvovsky A. Fedorov 79 56 0 15 Jul 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 116 1,025 0 29 May 2019
Experimental neural network enhanced quantum tomography A. M. Palmieri E. Kovlakov Federico Bianchi D. Yudin S. Straupe Jacob Biamonte S. Kulik 40 158 0 11 Apr 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks Zhengchun Liu Tekin Bicer R. Kettimuthu D. Gursoy F. Carlo Ian Foster MedIm GAN 58 96 0 20 Feb 2019
Adaptive Quantum State Tomography with Neural Networks Yihui Quek Stanislav Fort H. Ng 36 82 0 17 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 532 10,540 0 12 Dec 2018
Neural network state estimation for full quantum state tomography Qian Xu Shuqi Xu 41 32 0 16 Nov 2018
Unsupervised Text Style Transfer using Language Models as Discriminators Zichao Yang Zhiting Hu Chris Dyer Eric Xing Taylor Berg-Kirkpatrick 68 273 0 30 May 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 66 1,823 0 30 Apr 2018
Norm matters: efficient and accurate normalization schemes in deep networks Elad Hoffer Ron Banner Itay Golan Daniel Soudry OffRL 59 179 0 05 Mar 2018
Experimental learning of quantum states Andrea Rocchetto Scott Aaronson Simone Severini G. Carvacho D. Poderini I. Agresti M. Bentivegna F. Sciarrino 50 69 0 30 Nov 2017
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 105 1,716 0 28 Nov 2017
Neural-Network Quantum States, String-Bond States, and Chiral Topological States I. Glasser Nicola Pancotti Moritz August I. D. Rodriguez J. I. Cirac 126 228 0 11 Oct 2017
Learning hard quantum distributions with variational autoencoders Andrea Rocchetto Edward Grant Sergii Strelchuk Giuseppe Carleo Simone Severini BDL DRL 70 78 0 02 Oct 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 191 9,545 0 31 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,640 0 21 Nov 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 427 18,346 0 27 May 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 258 10,407 0 06 Nov 2014
Generative Adversarial Networks Ian Goodfellow Jean Pouget-Abadie M. Berk Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio GAN 135 2,192 0 10 Jun 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 445 7,660 0 03 Jul 2012