Publications

45 results for Youssef Mroueh

On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- - Youssef Mroueh
  - Truyen V. Nguyen
- 2021
- AISTATS 2021
Improved Mutual Information Estimation
- - Youssef Mroueh
  - Igor Melnyk
  - et al.
- 2021
- AAAI 2021
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
- - Mingrui Liu
  - Wei Zhang
  - et al.
- 2020
- NeurIPS 2020
Unbalanced Sobolev Descent
- - Youssef Mroueh
  - Mattia Rigotti
- 2020
- NeurIPS 2020
Active learning of deep surrogates for PDEs: application to metasurface design
- - Raphaël Pestourie
  - Youssef Mroueh
  - et al.
- 2020
- npj Computational Materials
Learning Implicit Text Generation via Feature Matching
- - Inkit Padhi
  - Pierre Dognin
  - et al.
- 2020
- ACL 2020
Wasserstein Style Transfer
- - Youssef Mroueh
- 2020
- AISTATS 2020
Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces
- - David Alvarez-Melis
  - Youssef Mroueh
  - et al.
- 2020
- AISTATS 2020
Improving Efficiency in Large-Scale Decentralized Distributed Training
- - Wei Zhang
  - Xiaodong Cui
  - et al.
- 2020
- ICASSP 2020
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets
- - Mingrui Liu
  - Youssef Mroueh
  - et al.
- 2020
- ICLR 2020