The team discusses how we should communicate our work on compositional models. We try to answer whether we should publish a paper on this topic or focus our time more on further development of Monty. We also discuss potential figures that would showcase the main advantages of learning compositional models.
Summary Video
Main Video
00:00 Intro
02:25 Benefits of Compositionality
13:23 Existing Work Looking at Compositionality: CLEVR
15:06 What New Capabilities does Compositionality Enable?
30:52 Potentially Illustrative Figures
33:41 Compositional Models Generate Rapidly and Efficiently
35:38 Compositional Models Generalize Robustly
41:56 Practical Applications from Generalization
53:14 Enabling Better Model-Based Policies with Compositionality
59:06 Visualizing Learned Compositional Models
01:04:36 Discussions
