Causal normalizing flows: from theory to practice

1 code implementation • NeurIPS 2023 • Adrián Javaloy, Pablo Sánchez-Martín, Isabel Valera

In this work, we deepen on the use of normalizing flows for causal reasoning.

counterfactual

Improved BiGAN training with marginal likelihood equalization

1 code implementation • 4 Nov 2019 • Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Perez-Cruz

We propose a novel training procedure for improving the performance of generative adversarial networks (GANs), especially to bidirectional GANs.

Out-of-Sample Testing for GANs

2 code implementations • 28 Jan 2019 • Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Pérez-Cruz

We propose a new method to evaluate GANs, namely EvalGAN.