• Course notes for CS228: Probabilistic Graphical Models.

    CSS 794 197 MIT Updated Oct 4, 2018
  • Code for "Accelerating Natural Gradient with Higher-Order Invariance"

    Matlab 10 2 MIT Updated Sep 28, 2018
  • Code for the Generative Adversarial Examples paper

    Python 3 MIT Updated Sep 28, 2018
  • Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)

    Python 37 16 Updated Sep 4, 2018
  • Code for Graphite iterative graph generation

    Python 7 3 Updated Aug 12, 2018
  • Lagrangian VAE

    Python 13 2 MIT Updated Jul 27, 2018
  • Code for "A-NICE-MC: Adversarial Training for MCMC"

    Jupyter Notebook 77 17 MIT Updated Jul 20, 2018
  • Code for "Modeling Sparse Deviations for Compressed Sensing using Generative Models", ICML 2018

    Python 5 2 MIT Updated Jul 5, 2018
  • Code for "Adversarial Constraint Learning for Structured Prediction"

    Python 11 3 MIT Updated May 30, 2018
  • Implementation and examples for Tile2Vec

    Python 13 6 Updated Apr 27, 2018
  • Python 1 2 Updated Apr 12, 2018
  • Python 1 1 Updated Apr 6, 2018
  • Code for "Best arm identification in multi-armed bandits with delayed feedback", AISTATS 2018.

    Python 4 1 MIT Updated Apr 3, 2018
  • Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.

    Python 30 17 MIT Updated Jan 14, 2018
  • Code for "Boosted Generative Models", AAAI 2018.

    Python 13 6 MIT Updated Dec 26, 2017
  • Implementation of VLAE

    Python 124 34 Updated Dec 21, 2017
  • Source code for our NIPS 2017 paper, InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations

    C++ 17 32 MIT Updated Nov 16, 2017
  • Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

    Python 63 14 MIT Updated Oct 25, 2017
  • Implementation of Sequential Variational Autoencoder

    Python 49 6 Updated Aug 23, 2017
  • PixelVAE with or without regularization

    Python 48 305 MIT Updated Jun 8, 2017
  • Course notes for CS323: Automated Reasoning

    CSS 18 4 MIT Updated May 19, 2017
  • Python 4 7 Updated Mar 27, 2017
  • Updated Jan 10, 2017
  • Python 1 Updated Dec 20, 2016
  • Python 3 Updated Dec 8, 2016