Computer Vision
Enabling computers and devices to understand what they see.
Tool
Generative Neural Visual Artist (GeNeVA) – Datasets – Generation Code
Scripts to generate the CoDraw and i-CLEVR datasets used for the GeNeVA Neural Visual Artist (GeNeVA) task proposed in Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction.
Project
Generative Neural Visual Artist (GeNeVA)
The Generative Neural Visual Artist (GeNeVA) task The GeNeVA task involves a Teller giving a sequence of linguistic instructions to a Drawer for the ultimate goal of image generation. The Teller is able to gauge…
Microsoft Research Blog
Autonomous soaring – AI on the fly
The past few years have seen tremendous progress in reinforcement learning (RL). From complex games to robotic object manipulation, RL has qualitatively advanced the state of the art. However, modern RL techniques require a lot…
Publication
DPSNet: End-to-end deep plane sweep stereo
Publication