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researcher

Timo Aila

24 papers hereh-index 4654k citations72 works total

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

author position
  • middle author14
  • last author10

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • cs.CV16
  • cs.LG3
  • cs.NE3
  • cs.GR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedProgressive Growing of GANs for Improved Quality, Stability, and Variation

1.5k citations · 8.4k across the 21 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023

Analyzing and Improving the Training Dynamics of Diffusion Models

Tero Karras, Miika Aittala, Jaakko Lehtinen +3

Diffusion models currently dominate the field of data-driven image synthesis with their unparalleled scaling to large datasets. In this paper, we identify and rectify several cause…

cs.LG2023★ 61 cited

StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis

Axel Sauer, Tero Karras, Samuli Laine +2

Text-to-image synthesis has recently seen significant progress thanks to large pretrained language models, large-scale training data, and the introduction of scalable model familie…

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