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Robert Birke

8 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 author7
  • last author1

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

fields
  • cs.CV2
  • cs.LG2
  • cs.CL1
  • cs.DC1
  • cs.MM1
  • cs.MS1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Match & Choose: Model Selection Framework for Fine-tuning Text-to-Image Diffusion Models

Basile Lewandowski, Robert Birke, Lydia Y. Chen

Text-to-image (T2I) models based on diffusion and transformer architectures advance rapidly. They are often pretrained on large corpora, and openly shared on a model platform, such…

cs.LG2025

TabuLa: Harnessing Language Models for Tabular Data Synthesis

Zilong Zhao, Robert Birke, Lydia Chen

Tabular data synthesis is crucial for addressing privacy and security concerns in industries reliant on tabular data. While recent advancements adopt large language models (LLMs) f…

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