dialpad   Vision and Language & Multi-modal learning:

Zero/few-shot learning, representation learning, continual learning.
Visual-question answering, crossmodal retrieval, multi-hop reasoning.

directions_run   Synthetic data generation for compositionality and privacy protection:

Simulated environments to provide a safe, controlled setting where agents can learn.
Virtual playgrounds that allow systems to experience and interact within the 3D space.

high_quality   Dynamic evaluations and real-world applications:

Data distribution and mitigation of spurious correlations.
Assessing the performance and effectiveness of models under varying conditions.