Stanford CS330 Deep Multi-Task & Meta Learning - Domain Generalization l 2022 I Lecture 14

For more information about Stanford's Artificial Intelligence programs visit: https://stanford.io/ai To follow along with the course, visit: https://cs330.stanford.edu/ To view all online courses and programs offered by Stanford, visit: http://online.stanford.edu​ Chelsea Finn Computer Science, PhD Plan for Today Domain Generalization Problem formulation Algorithms Adding explicit regularizers Data augmentation Goals for this lecture: Understand domain generalization: intuition, problem formulation Familiarize mainstream DG approaches: regularization-based, augmentation-based

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