OCT-GAN: Neural ODE-based Conditional Tabular GANs

31 May 2021

Papers citing "OCT-GAN: Neural ODE-based Conditional Tabular GANs"

31 / 31 papers shown

Title
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Xin Wang 143 2 0 23 Apr 2025
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 194 30,069 0 01 Mar 2022
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE Juntang Zhuang Nicha Dvornek Xiaoxiao Li S. Tatikonda X. Papademetris James Duncan BDL 87 110 0 03 Jun 2020
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs Talgat Daulbaev A. Katrutsa L. Markeeva Julia Gusak A. Cichocki Ivan Oseledets 33 8 0 11 Mar 2020
Dissecting Neural ODEs Stefano Massaroli Michael Poli Jinkyoo Park Atsushi Yamashita Hajime Asama 78 200 0 19 Feb 2020
How to train your neural ODE: the world of Jacobian and kinetic regularization Chris Finlay J. Jacobsen L. Nurbekyan Adam M. Oberman 47 298 0 07 Feb 2020
Novel Entity Discovery from Web Tables Shuo Zhang Edgar Meij K. Balog R. Reinanda 16 40 0 01 Feb 2020
Learning Model-Agnostic Counterfactual Explanations for Tabular Data Martin Pawelczyk Johannes Haug Klaus Broelemann Gjergji Kasneci OOD CML 58 203 0 21 Oct 2019
On Robustness of Neural Ordinary Differential Equations Hanshu Yan Jiawei Du Vincent Y. F. Tan Jiashi Feng OOD 62 140 0 12 Oct 2019
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Jaehoon Choi Taekyung Kim Changick Kim 60 243 0 02 Sep 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 37 100 0 28 Jul 2019
Modeling Tabular data using Conditional GAN Lei Xu Maria Skoularidou Alfredo Cuesta-Infante K. Veeramachaneni CML MU SyDa GAN 98 1,232 0 01 Jul 2019
SNODE: Spectral Discretization of Neural ODEs for System Identification A. Quaglino Marco Gallieri Jonathan Masci Jan Koutník AI4TS 60 48 0 17 Jun 2019
Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection K. Nikolaidis Stein Kristiansen V. Goebel T. Plagemann Knut Liestøl Mohan S. Kankanhalli AI4TS 34 22 0 22 May 2019
Data Augmentation Using GANs Fabio Tanaka Claus Aranha 24 200 0 19 Apr 2019
Augmented Neural ODEs Emilien Dupont Arnaud Doucet Yee Whye Teh BDL 101 622 0 02 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 517 10,500 0 12 Dec 2018
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks Christopher Bowles Liang Chen Ricardo Guerrero P. Bentley R. Gunn A. Hammers D. A. Dickie M. V. Valdés Hernández Joanna M. Wardlaw Daniel Rueckert GAN MedIm 59 424 0 25 Oct 2018
Generating Synthetic but Plausible Healthcare Record Datasets L. Aviñó M. Ruffini Ricard Gavaldà MedIm SyDa OOD 47 39 0 04 Jul 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 276 5,024 0 19 Jun 2018
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 174 479 0 09 Jun 2018
Correlated discrete data generation using adversarial training Shreyas Patel A. Kakadiya Maitrey Mehta Raj Derasari Rahul Patel Ratnik Gandhi GAN 52 19 0 03 Apr 2018
TVAE: Triplet-Based Variational Autoencoder using Metric Learning Haque Ishfaq A. Hoogi D. Rubin DRL 21 23 0 13 Feb 2018
Data Augmentation Generative Adversarial Networks Antreas Antoniou Amos Storkey Harrison Edwards MedIm GAN 122 1,069 0 12 Nov 2017
Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records Zhengping Che Yu Cheng Shuangfei Zhai Zhaonan Sun Yan Liu OOD 48 160 0 06 Sep 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 91 781 0 08 Jun 2017
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning Akash Srivastava Lazar Valkov Chris Russell Michael U. Gutmann Charles Sutton SyDa GAN 60 677 0 22 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 152 9,509 0 31 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 302 19,560 0 21 Nov 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 432 8,999 0 10 Jun 2016
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 219 10,365 0 06 Nov 2014