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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 2020Show all

2 papers · 1 filter

cs.GR2020

Modular Primitives for High-Performance Differentiable Rendering

Samuli Laine, Janne Hellsten, Tero Karras +3

We present a modular differentiable renderer design that yields performance superior to previous methods by leveraging existing, highly optimized hardware graphics pipelines. Our d…

cs.CV2020★ 936 cited

Training Generative Adversarial Networks with Limited Data

Tero Karras, Miika Aittala, Janne Hellsten +3

Training generative adversarial networks (GAN) using too little data typically leads to discriminator overfitting, causing training to diverge. We propose an adaptive discriminator…

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