An Image Worth a Thousand Paintings

Dataset Distillation is used to synthesize a small set of synthetic images that best approximate a real data distribution. Here, we use our new "drifting" method, building on the generative framework of Deng et al., to distill each artist's entire body of work into a single image. Please see our paper for details on our method.

Claude Monet, distilled — Claude Monet

Georgia O'Keeffe, distilled — Georgia O'Keeffe

Mark Rothko, distilled — Mark Rothko

Michelangelo, distilled — Michelangelo

Franz Marc, distilled — Franz Marc

Vincent van Gogh, distilled — Vincent van Gogh

歌川広重 (Utagawa Hiroshige), distilled — 歌川広重 (Utagawa Hiroshige)

Jean-Michel Basquiat, distilled — Jean-Michel Basquiat

Jackson Pollock, distilled — Jackson Pollock

Joan Miró, distilled — Joan Miró

Wassily Kandinsky, distilled — Wassily Kandinsky

齊白石 (Qi Baishi), distilled — 齊白石 (Qi Baishi)

Pablo Picasso, distilled — Pablo Picasso

Fernand Léger, distilled — Fernand Léger

Hoca Ali Rıza, distilled — Hoca Ali Rıza

정선 (Jeong Seon), distilled — 정선 (Jeong Seon)