Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs

8 June 2017

Papers citing "Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs"

22 / 322 papers shown

Title
Generation of Synthetic Electronic Medical Record Text Jiaqi Guan Runzhe Li Sheng Yu Xuegong Zhang MedIm 12 54 0 06 Dec 2018
Generative Models for Simulating Mobility Trajectories Vaibhav Kulkarni Natasa Tagasovska Thibault Vatter B. Garbinato 25 36 0 30 Nov 2018
Synthesizing Tabular Data using Generative Adversarial Networks L. Xu K. Veeramachaneni CML GAN 17 248 0 27 Nov 2018
T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling Giorgia Ramponi P. Protopapas Marco Brambilla Ryan Janssen AI4TS TTA 11 96 0 20 Nov 2018
A New Multi-vehicle Trajectory Generator to Simulate Vehicle-to-Vehicle Encounters Wenhao Ding Wenshuo Wang Ding Zhao 30 13 0 15 Sep 2018
Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series Dan Li Dacheng Chen Jonathan Goh See-kiong Ng AI4TS 13 296 0 13 Sep 2018
Improved Training with Curriculum GANs Rishi Sharma Shane T. Barratt Stefano Ermon Vijay S. Pande GAN 16 14 0 24 Jul 2018
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks Rafid Mahmood A. Babier A. McNiven Adam Diamant T. Chan MedIm GAN 19 97 0 17 Jul 2018
Deep learning for comprehensive forecasting of Alzheimer's Disease progression Charles K. Fisher Aaron M. Smith J. Morris P. Aisen OOD 11 150 0 10 Jul 2018
Generating Synthetic but Plausible Healthcare Record Datasets L. Aviñó M. Ruffini Ricard Gavaldà MedIm SyDa OOD 16 39 0 04 Jul 2018
Measuring the quality of Synthetic data for use in competitions James Jordon Jinsung Yoon M. Schaar 11 31 0 29 Jun 2018
Importance Weighted Generative Networks M. Diesendruck Ethan R. Elenberg Rajat Sen G. W. Cole Sanjay Shakkottai Sinead Williamson GAN 22 16 0 07 Jun 2018
SOM-VAE: Interpretable Discrete Representation Learning on Time Series Vincent Fortuin Matthias Huser Francesco Locatello Heiko Strathmann Gunnar Rätsch BDL AI4TS 37 140 0 06 Jun 2018
Blood Vessel Geometry Synthesis using Generative Adversarial Networks J. Wolterink T. Leiner Ivana Isgum GAN MedIm 6 23 0 12 Apr 2018
Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions Anvita Gupta James Zou AI4CE 14 55 0 05 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
Protecting Sensory Data against Sensitive Inferences Mohammad Malekzadeh R. Clegg Andrea Cavallaro Hamed Haddadi 25 166 0 21 Feb 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 42 683 0 06 Jan 2018
Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories A. Yahi Rami Vanguri Noémie Elhadad Nicholas P. Tatonetti GAN 28 40 0 01 Dec 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 514 0 29 Nov 2016
Learning Unitary Operators with Help From u(n) Stephanie L. Hyland Gunnar Rätsch 97 41 0 17 Jul 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,552 0 25 Jan 2016