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Peter Lippmann

7 papers hereh-index 453 citations9 works total

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

author position
  • first author3
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • hep-ph1
  • physics.chem-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedLorentz-Equivariance without Limitations

3 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2025 · cs.LGShow all

1 paper · 2 filters

cs.LG2025

Equivariance by Local Canonicalization: A Matter of Representation

Gerrit Gerhartz, Peter Lippmann, Fred A. Hamprecht

Equivariant neural networks offer strong inductive biases for learning from molecular and geometric data but often rely on specialized, computationally expensive tensor operations.…

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