5.6k citations · 16.3k across the 53 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016★ 130 cited
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks
Remi Denton, Sam Gross, Rob Fergus
We introduce a simple semi-supervised learning approach for images based on in-painting using an adversarial loss. Images with random patches removed are presented to a generator w…
cs.LG2016★ 276 cited
Learning Multiagent Communication with Backpropagation
Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus
Many tasks in AI require the collaboration of multiple agents. Typically, the communication protocol between agents is manually specified and not altered during training. In this p…
cs.AI2016★ 75 cited
Learning Physical Intuition of Block Towers by Example
Adam Lerer, Sam Gross, Rob Fergus
Wooden blocks are a common toy for infants, allowing them to develop motor skills and gain intuition about the physical behavior of the world. In this paper, we explore the ability…