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T. Karras

6 papers hereh-index 7996 citations9 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV6

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedApplying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CV2024

Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models

NVIDIA, :, Yuval Atzmon +29

We introduce Edify Image, a family of diffusion models capable of generating photorealistic image content with pixel-perfect accuracy. Edify Image utilizes cascaded pixel-space dif…

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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