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researcher

Umut Kocasari

6 papers hereh-index 284 citations8 works total

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

author position
  • first author4
  • middle author2

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
20212026
most citedExploring Latent Dimensions of Crowd-sourced Creativity

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022

Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs

Enis Simsar, Umut Kocasari, Ezgi Gülperi Er +1

The discovery of interpretable directions in the latent spaces of pre-trained GAN models has recently become a popular topic. In particular, StyleGAN2 has enabled various image gen…

cs.CV2022

Discovering Multiple and Diverse Directions for Cognitive Image Properties

Umut Kocasari, Alperen Bag, Oguz Kaan Yuksel +1

Recent research has shown that it is possible to find interpretable directions in the latent spaces of pre-trained GANs. These directions enable controllable generation and support…

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