Eduardo Santos-Escriche

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Data Curation & Synthetic Data (1)

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Valerie Engelmayer (1)Ya-Wei Eileen Lin (1)Stefanie Jegelka (1)

Papers (1)

Oct 7, 2026

TU Munich6d ago·also MIT CSAIL, Affiliation:

How Do Transformers Learn to Represent Symmetries?

Transformers learn translation, rotation, and scale invariance through distinct, identifiable mechanisms, paving the way for structured equivariant function learning.

Eduardo Santos-Escriche, Valerie Engelmayer, Ya-Wei Eileen Lin +1

Architecture Design (Transformers, SSMs, MoE)Computer Vision Data Curation & Synthetic Data

Eduardo Santos-Escriche

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Eduardo Santos-Escriche

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)