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DGSAM: Dom...
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DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization

  • A new DG algorithm, Decreased-overhead Gradual Sharpness-Aware Minimization (DGSAM), has been introduced.
  • DGSAM aims to reduce sharpness consistently across domains while maintaining computational efficiency.
  • Experiments show that DGSAM outperforms state-of-the-art DG methods in terms of robustness and performance.
  • DGSAM reduces computational overhead compared to the popular approach of Sharpness-Aware Minimization (SAM).

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