1 code implementation • 9 Jan 2022 • Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
In particular, we design a Variational Autoencoder (VAE) with a training objective that is customized to learn the synthetic data representations optimally.
no code implementations • 11 Aug 2021 • Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman
Moreover, the sample generation strategies in some of these methods could result in a mismatch between the synthetic and real data distributions.