AI Supremacy

Share this post

Microsoft Research Presents COMPASS

aisupremacy.substack.com

Microsoft Research Presents COMPASS

COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems

Michael Spencer
Mar 6, 2022
2
Share this post

Microsoft Research Presents COMPASS

aisupremacy.substack.com

Figure 1: COMPASS is a general-purpose pretraining pipeline, which is trained on multimodal data, including RGB images, depth and optical flow. The pretrained COMPASS model can be deployed on various downstream autonomous systems tasks. In this work, we test COMPASS on simulated drone navigation, car racing and visual odometry. This highlights how the s…

Keep reading with a 7-day free trial

Subscribe to AI Supremacy to keep reading this post and get 7 days of free access to the full post archives.

Already a paid subscriber? Sign in
Previous
Next
© 2023 Michael Spencer
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great writing