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researcher

Shawn Li

8 papers hereh-index 14 citations9 works total

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

author position
  • sole author1
  • first author4
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.CV3
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedComplexity from Adaptive-Symmetries Breaking: Global Minima in the Statistical Mechanics of Deep Neural Networks

1 citations · 1 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 1 cited

Complexity from Adaptive-Symmetries Breaking: Global Minima in the Statistical Mechanics of Deep Neural Networks

Shawn W. M. Li

An antithetical concept, adaptive symmetry, to conservative symmetry in physics is proposed to understand the deep neural networks (DNNs). It characterizes the invariance of varian…

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