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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 2024Show all

2 papers · 1 filter

cs.CV2024

Guiding a Diffusion Model with a Bad Version of Itself

Tero Karras, Miika Aittala, Tuomas Kynkäänniemi +3

The primary axes of interest in image-generating diffusion models are image quality, the amount of variation in the results, and how well the results align with a given condition,…

cs.CV2024★ 1 cited

Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

Tuomas Kynkäänniemi, Miika Aittala, Tero Karras +3

Guidance is a crucial technique for extracting the best performance out of image-generating diffusion models. Traditionally, a constant guidance weight has been applied throughout…

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