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 J. Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt. DataComp: In search of the next generation of multimodal datasets. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Samir Yitzhak Gadre

This author has not been identified. Look up 'Samir Yitzhak Gadre' in Google

Gabriel Ilharco

This author has not been identified. Look up 'Gabriel Ilharco' in Google

Alex Fang

This author has not been identified. Look up 'Alex Fang' in Google

Jonathan Hayase

This author has not been identified. Look up 'Jonathan Hayase' in Google

Georgios Smyrnis

This author has not been identified. Look up 'Georgios Smyrnis' in Google

Thao Nguyen

This author has not been identified. Look up 'Thao Nguyen' in Google

Ryan Marten

This author has not been identified. Look up 'Ryan Marten' in Google

Mitchell Wortsman

This author has not been identified. Look up 'Mitchell Wortsman' in Google

Dhruba Ghosh

This author has not been identified. Look up 'Dhruba Ghosh' in Google

Jieyu Zhang

This author has not been identified. Look up 'Jieyu Zhang' in Google

Eyal Orgad

This author has not been identified. Look up 'Eyal Orgad' in Google

Rahim Entezari

This author has not been identified. Look up 'Rahim Entezari' in Google

Giannis Daras

This author has not been identified. Look up 'Giannis Daras' in Google

Sarah M. Pratt

This author has not been identified. Look up 'Sarah M. Pratt' in Google

Vivek Ramanujan

This author has not been identified. Look up 'Vivek Ramanujan' in Google

Yonatan Bitton

This author has not been identified. Look up 'Yonatan Bitton' in Google

Kalyani Marathe

This author has not been identified. Look up 'Kalyani Marathe' in Google

Stephen Mussmann

This author has not been identified. Look up 'Stephen Mussmann' in Google

Richard Vencu

This author has not been identified. Look up 'Richard Vencu' in Google

Mehdi Cherti

This author has not been identified. Look up 'Mehdi Cherti' in Google

Ranjay Krishna

This author has not been identified. Look up 'Ranjay Krishna' in Google

Pang Wei Koh

This author has not been identified. Look up 'Pang Wei Koh' in Google

Olga Saukh

This author has not been identified. Look up 'Olga Saukh' in Google

Alexander J. Ratner

This author has not been identified. Look up 'Alexander J. Ratner' in Google

Shuran Song

This author has not been identified. Look up 'Shuran Song' in Google

Hannaneh Hajishirzi

This author has not been identified. Look up 'Hannaneh Hajishirzi' in Google

Ali Farhadi

This author has not been identified. Look up 'Ali Farhadi' in Google

Romain Beaumont

This author has not been identified. Look up 'Romain Beaumont' in Google

Sewoong Oh

This author has not been identified. Look up 'Sewoong Oh' in Google

Alex Dimakis

This author has not been identified. Look up 'Alex Dimakis' in Google

Jenia Jitsev

This author has not been identified. Look up 'Jenia Jitsev' in Google

Yair Carmon

This author has not been identified. Look up 'Yair Carmon' in Google

Vaishaal Shankar

This author has not been identified. Look up 'Vaishaal Shankar' in Google

Ludwig Schmidt

This author has not been identified. Look up 'Ludwig Schmidt' in Google