Ishan Durugkar

Ishan Durugkar

Research Scientist at Sony AI. Interested in research and applications of Reinforcement Learning (RL), Multiagent RL, and Robotics

Inverting Variational Autoencoders for Improved Generative Accuracy

Published in arXiv preprint arXiv:1608.05983, 2016

Recommended citation: Ian Gemp, Ishan Durugkar, Mario Parente, M Darby Dyar, Sridhar Mahadevan. (2016). "Inverting Variational Autoencoders for Improved Generative Accuracy". arXiv preprint arXiv:1608.05983. https://idurugkar.github.com/files/inverting_variational_ae.pdf

Download paper here

mapping VAE decoder samples back to latent space for improved accuracy

Recommended citation: Ian Gemp, Ishan Durugkar, Mario Parente, M Darby Dyar, Sridhar Mahadevan. (2016). “Inverting Variational Autoencoders for Improved Generative Accuracy”. arXiv preprint arXiv:1608.05983.