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Robert Birke

12 papers hereh-index 7145 citations42 works total

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

author position
  • middle author9
  • last author2

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.CL2
  • cs.DC2
  • cs.LG2
  • cs.MM1
  • cs.MS1
same name
  • Robert Birke — 1 paper

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

activity
20212026
most citedTabuLa: Harnessing Language Models for Tabular Data Synthesis

11 citations · 25 across the 10 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024

SFDDM: Single-fold Distillation for Diffusion models

Chi Hong, Jiyue Huang, Robert Birke +3

While diffusion models effectively generate remarkable synthetic images, a key limitation is the inference inefficiency, requiring numerous sampling steps. To accelerate inference…

cs.CL2024★ 9 cited

DALLMi: Domain Adaption for LLM-based Multi-label Classifier

Miruna Beţianu, Abele Mălan, Marco Aldinucci +2

Large language models (LLMs) increasingly serve as the backbone for classifying text associated with distinct domains and simultaneously several labels (classes). When encountering…

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