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researcher

A. Elgammal

52 papers hereh-index 5214k citations242 works total

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

author position
  • first author3
  • middle author13
  • last author35

Across the 51 of 52 papers where every author was matched, so the position is known.

fields
  • cs.CV37
  • cs.LG8
  • cs.AI3
  • cs.CL2
  • cs.CY1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20112024
most citedCAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms

226 citations · 750 across the 46 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 12 cited

Diffusion Guided Domain Adaptation of Image Generators

Kunpeng Song, Ligong Han, Bingchen Liu +2

Can a text-to-image diffusion model be used as a training objective for adapting a GAN generator to another domain? In this paper, we show that the classifier-free guidance can be…

cs.LG2022★ 4 cited

Formal Analysis of Art: Proxy Learning of Visual Concepts from Style Through Language Models

Diana Kim, Ahmed Elgammal, Marian Mazzone

We present a machine learning system that can quantify fine art paintings with a set of visual elements and principles of art. This formal analysis is fundamental for understanding…

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