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Researcher profile

Soroosh Shahtalebi

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. SAND-mask: An Enhanced Gradient Masking Strategy for the Discovery of Invariances in Domain Generalization

    2021 · arXiv (Cornell University)

    A major bottleneck in the real-world applications of machine learning models is their failure in generalizing to unseen domains whose data distribution is not i.i.d to the training domains. This failure often stems from learning …

  2. OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization

    2022 · arXiv (Cornell University)

    The ability to generalize out-of-domain (OOD) is an important goal for deep neural network development, and researchers have proposed many high-performing OOD generalization methods from various foundations. While many OOD algorithms perform well in various …