Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Microsoft Research Blog
COMPASS: COntrastive Multimodal Pretraining for AutonomouS Systems
Humans have the fundamental cognitive ability to perceive the environment through multimodal sensory signals and utilize this to accomplish a wide variety of tasks. It is crucial that an autonomous agent can similarly perceive the…
Tool
COMPASS
This repository contains the PyTorch implementation of the COMPASS model proposed in our paper: COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. COMPASS aims to build general purpose representations for autonomous systems from multimodal observations. Given…
Event
Microsoft at AAAI 2022
Microsoft Research is proud to be a sponsor of the 36th AAAI Conference on Artificial Intelligence. See more details on our contributions below.
