Add teaser figures to model card

README.md

@@ -21,6 +21,14 @@ From a single image, MYRIAD predicts distributions over sparse point trajectorie
 - **Project Page**: https://compvis.github.io/myriad
 - **GitHub Repository**: https://github.com/CompVis/flow-poke-transformer
 
+![MYRIAD predicts distributions over potential motion auto-regressively](https://compvis.github.io/myriad/static/images/paper-svg/teaser-qualitative.svg)
+*From a single image, our model envisions diverse, physically consistent futures by predicting sparse point trajectories step by step.*
+
+
+![Sampling from MYRIAD enables planning-by-search](https://compvis.github.io/myriad/static/images/paper-svg/teaser-billiards.svg)
+*Its efficiency enables exploring thousands of counterfactual rollouts directly in motion space - here illustrated for billiards planning, where candidate shots are evaluated by simulating many possible outcomes.*
+
+
 ## Usage
 
 For programmatic use, the simplest way to use MYRIAD is via `torch.hub`: