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Winnie Xu

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
same name
  • Winnie Xu — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedNoisyMix: Boosting Model Robustness to Common Corruptions

5 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 1 cited

Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations

Michael Poli, Winnie Xu, Stefano Massaroli +3

Many patterns in nature exhibit self-similarity: they can be compactly described via self-referential transformations. Said patterns commonly appear in natural and artificial objec…

cs.LG2022★ 5 cited

NoisyMix: Boosting Model Robustness to Common Corruptions

N. Benjamin Erichson, Soon Hoe Lim, Winnie Xu +3

For many real-world applications, obtaining stable and robust statistical performance is more important than simply achieving state-of-the-art predictive test accuracy, and thus ro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.