DataComp: In search of the next generation of multimodal datasets.

Samir Yitzhak Gadre Gabriel Ilharco Alex Fang Jonathan Hayase Georgios Smyrnis Thao Nguyen Ryan Marten Mitchell Wortsman Dhruba Ghosh Jieyu Zhang Eyal Orgad Rahim Entezari Giannis Daras Sarah M. Pratt Vivek Ramanujan Yonatan Bitton Kalyani Marathe Stephen Mussmann Richard Vencu Mehdi Cherti Ranjay Krishna Pang Wei Koh Olga Saukh Alexander Ratner Shuran Song Hannaneh Hajishirzi Ali Farhadi Romain Beaumont Sewoong Oh Alex Dimakis Jenia Jitsev Yair Carmon Vaishaal Shankar Ludwig Schmidt

Published in: CoRR (2023)

Keyphrases

search algorithm
search space
search strategy
search tools
search efficiency
search mechanism
high dimensional
benchmark datasets
semantic search
neural network
machine learning
multi modal
solution space
multimodal information