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M. Aittala

16 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 author13

Across the 14 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV12
  • cs.GR3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedAlias-Free Generative Adversarial Networks

853 citations · 911 across the 5 of their papers we have counts for

collaborators
Showing cs.GRShow all

3 papers · 1 filter

cs.GR2021★ 18 cited

Appearance-Driven Automatic 3D Model Simplification

Jon Hasselgren, Jacob Munkberg, Jaakko Lehtinen +2

We present a suite of techniques for jointly optimizing triangle meshes and shading models to match the appearance of reference scenes. This capability has a number of uses, includ…

cs.GR2019

Flexible SVBRDF Capture with a Multi-Image Deep Network

Valentin Deschaintre, Miika Aittala, Fredo Durand +2

Empowered by deep learning, recent methods for material capture can estimate a spatially-varying reflectance from a single photograph. Such lightweight capture is in stark contrast…

cs.GR2018

Single-Image SVBRDF Capture with a Rendering-Aware Deep Network

Valentin Deschaintre, Miika Aittala, Fredo Durand +2

Texture, highlights, and shading are some of many visual cues that allow humans to perceive material appearance in single pictures. Yet, recovering spatially-varying bi-directional…

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