Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Vyas Sekar

Vyas Sekar

On the Privacy Properties of GAN-generated Samples

Jun 03, 2022
Zinan Lin, Vyas Sekar, Giulia Fanti

Figure 1 for On the Privacy Properties of GAN-generated Samples

Figure 2 for On the Privacy Properties of GAN-generated Samples

* AISTATS 2021

Access Paper or Ask Questions

RareGAN: Generating Samples for Rare Classes

Mar 20, 2022
Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar

Figure 1 for RareGAN: Generating Samples for Rare Classes

Figure 2 for RareGAN: Generating Samples for Rare Classes

Figure 3 for RareGAN: Generating Samples for Rare Classes

Figure 4 for RareGAN: Generating Samples for Rare Classes

* Published in AAAI 2022

Access Paper or Ask Questions

Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Sep 06, 2020
Zinan Lin, Vyas Sekar, Giulia Fanti

Figure 1 for Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Figure 2 for Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Figure 3 for Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Figure 4 for Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

* 45 pages, 71 figures

Access Paper or Ask Questions

Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger

Sep 30, 2019
Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar

Figure 1 for Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger

Figure 2 for Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger

Figure 3 for Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger

Figure 4 for Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger

* 28 pages, 35 figures

Access Paper or Ask Questions