research
∙
07/25/2019
Google Research Football: A Novel Reinforcement Learning Environment
Recent progress in the field of reinforcement learning has been accelera...
share
research
∙
12/03/2018
Towards Accurate Generative Models of Video: A New Metric & Challenges
Recent advances in deep generative models have lead to remarkable progre...
research
∙
10/17/2018
A Case for Object Compositionality in Deep Generative Models of Images
Deep generative models seek to recover the process with which the observ...
research
∙
07/12/2018
The GAN Landscape: Losses, Architectures, Regularization, and Normalization
Generative Adversarial Networks (GANs) are a class of deep generative mo...
research
∙
03/29/2018
MemGEN: Memory is All You Need
We propose a new learning paradigm called Deep Memory. It has the potent...
research
∙
11/28/2017
Are GANs Created Equal? A Large-Scale Study
Generative adversarial networks (GAN) are a powerful subclass of generat...
research
∙
05/23/2017
Better Text Understanding Through Image-To-Text Transfer
Generic text embeddings are successfully used in a variety of tasks. How...
research
∙
06/15/2016
Smart Reply: Automated Response Suggestion for Email
In this paper we propose and investigate a novel end-to-end method for a...
research
∙
11/21/2015
Adding Gradient Noise Improves Learning for Very Deep Networks
Deep feedforward and recurrent networks have achieved impressive results...
research
∙
11/19/2015