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researcher

David T. Hoffmann

University of Freiburg

11 papers hereh-index 8523 citations13 works total

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

author position
  • first author3
  • middle author7

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV9
  • cs.CL1
  • cs.LG1
affiliations
  • University of Freiburg

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedLearning Multi-Human Optical Flow

32 citations · 35 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems

David T. Hoffmann, Simon Schrodi, Jelena Bratulić +3

In this work, we study rapid improvements of the training loss in transformers when being confronted with multi-step decision tasks. We found that transformers struggle to learn th…

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