Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness.

Bhavya Vasudeva Kameron Shahabi Vatsal Sharan

Published in: CoRR (2023)

Keyphrases

deep learning
unsupervised learning
machine learning
formal specification
unsupervised feature learning
mental models
dynamic aspects
deep architectures
higher order
weakly supervised