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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 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.CV2023★ 8 cited

Generative Novel View Synthesis with 3D-Aware Diffusion Models

Eric R. Chan, Koki Nagano, Matthew A. Chan +7

We present a diffusion-based model for 3D-aware generative novel view synthesis from as few as a single input image. Our model samples from the distribution of possible renderings…

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