Ross Wightman

According to our database, Ross Wightman authored at least 4 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Reproducible Scaling Laws for Contrastive Language-Image Learning.

Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers.

Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer

Trans. Mach. Learn. Res., 2022

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

ResNet strikes back: An improved training procedure in timm.

Ross Wightman, Hugo Touvron, Hervé Jégou

CoRR, 2021