Invited Talk
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Workshop: Catch, Adapt, and Operate: Monitoring ML Models Under Drift Sun, Apr 26, 2026 • 8:30 AM – 9:00 AM PDT

Dr. Elahe Arani (World Models Under Drift: Generative Foundations for Reliable Embodied AI)

Elahe Arani

Abstract

Distribution shift is a core challenge for embodied AI deployed in the real world. Generative world models offer a scalable framework for modeling dynamic environments and supporting simulation, reasoning, and policy learning. This perspective suggests a unified approach to robustness and generalization in non-stationary settings.

Speaker

Elahe Arani

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