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

Bhavya VasudevaKameron ShahabiVatsal 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