K
Katherine Crowson
Publications - 6
Citations - 472
Katherine Crowson is an academic researcher. The author has contributed to research in topics: Computer science & Harmonic. The author has an hindex of 2, co-authored 4 publications receiving 10 citations.
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Proceedings ArticleDOI
LAION-5B: An open large-scale dataset for training next generation image-text models
Christoph Schuhmann,Romain Beaumont,Richard Vencu,Cade Gordon,Ross Wightman,Mehdi Cherti,Theo Coombes,Aarush Katta,Clayton Mullis,Mitchell Wortsman,Patrick Schramowski,Srivatsa Kundurthy,Katherine Crowson,Ludwig Schmidt,Robert Kaczmarczyk,Jenia Jitsev +15 more
TL;DR: This work presents LAION-5B a dataset consisting of 5.85 billion CLIP-filtered image-text pairs, of which 2.32B contain English language, and shows successful replication and fine-tuning of foundational models like CLIP, GLIDE and Stable Diffusion using the dataset, and discusses further experiments enabled with an openly available dataset of this scale.
Colour 0.3.16
Thomas Mansencal,Michael Mauderer,Michael Parsons,Nick Shaw,Kevin Wheatley,Sean Cooper,Jean D. Vandenberg,Luke Canavan,Katherine Crowson,Ofek Lev,Katrin Leinweber,Shriramana Sharma,Troy James Sobotka,Dominik Moritz,Matt Pppp,Chinmay Rane,Pavithra Eswaramoorthy,John Mertic,Ben Pearlstine,Manuel Leonhardt,Olli Niemitalo,Marek Szymanski,Maximilian Schambach,Sianyi Huang,Mike Wei,Nishant Joywardhan,Omar Wagih,Pawel Redman,Joseph Goldstone,Stephen Hill +29 more
Colour 0.3.15
Thomas Mansencal,Michael Mauderer,Michael Parsons,Nick Shaw,Kevin Wheatley,Sean Cooper,Jean D. Vandenberg,Luke Canavan,Katherine Crowson,Ofek Lev,Katrin Leinweber,Shriramana Sharma,Troy James Sobotka,Dominik Moritz,Matt Pppp,Chinmay Rane,Pavithra Eswaramoorthy,John Mertic,Ben Pearlstine,Manuel Leonhardt,Olli Niemitalo,Marek Szymanski,Maximilian Schambach +22 more
Colour 0.3.13
Thomas Mansencal,Michael Mauderer,Michael Parsons,Luke Canavan,Sean Cooper,Nick Shaw,Kevin Wheatley,Katherine Crowson,Ofek Lev,Katrin Leinweber,Jean D. Vandenberg,Shriramana Sharma +11 more
Journal ArticleDOI
Musical audio samples generated from joint text embeddings
TL;DR: In this paper, the authors present work on generating short samples of musical instrument sounds generated by a model which was conditioned on text descriptions and the file structure labels of large sample libraries.