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researcher

Kevin Frans

18 papers hereh-index 121.5k citations22 works total

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

author position
  • first author10
  • middle author8

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • cs.CV2
  • cs.NE2
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedMeta Learning Shared Hierarchies

116 citations · 211 across the 10 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021★ 93 cited

CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders

Kevin Frans, L. B. Soros, Olaf Witkowski

This work presents CLIPDraw, an algorithm that synthesizes novel drawings based on natural language input. CLIPDraw does not require any training; rather a pre-trained CLIP languag…

cs.CV2018

Unsupervised Image to Sequence Translation with Canvas-Drawer Networks

Kevin Frans, Chin-Yi Cheng

Encoding images as a series of high-level constructs, such as brush strokes or discrete shapes, can often be key to both human and machine understanding. In many cases, however, da…

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