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M. Aittala

23 papers hereh-index 2921.9k citations45 works total

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

author position
  • first author1
  • middle author22

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CV18
  • cs.GR3
  • cs.LG1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedNoise2Noise: Learning Image Restoration without Clean Data

980 citations · 3.7k across the 19 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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