Research Areas

Research Areas

  • Tails of Lipschitz Triangular Flows

    P. Jaini, I. Kobyzev, Y. Yu, and M. Brubaker. ICML, 2020

    Publication

  • On Variational Learning of Controllable Representations for Text without Supervision

    P. Xu, J. Chi Kit Cheung, and Y. Cao. ICML, 2020

    Publication

  • Unsupervised Multilingual Alignment using Wasserstein Barycenter

    X. Lian, K. Jain, J. Truszkowski, P. Poupart, and Y. Yu. IJCAI, 2020

    Natural Language Processing;

    Publication

  • Normalizing Flows: An Introduction and Review of Current Methods

    I. Kobyzev, S. Prince, and M. Brubaker. TPAMI, 2020

    Generative Models;

    Publication

  • On Minimax Optimality of GANs for Robust Mean Estimation

    G. W. Ding, R. Huang, Y. Yu, and K. Wu. AISTATS, 2020

    Generative Models;

    Publication

  • Variational Selective Autoencoder

    *Y. Gong, *H. Hajimirsadeghi, *J. He, *M. Nawhal, T. Durand, and *G. Mori. AABI, 2019

    Generative Models;

    Publication

  • Arbitrarily-conditioned Data Imputation

    M. Carvalho, T. Durand, J. He, N. Mehrasa, and G. Mori. AABI, 2019

    Generative Models;

    Publication