Ross Wightman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Training Procedure

Java Programming

Diffusion Models

Top Venues

Trans. Mach. Learn. Res.

Publications

Joseph Cho, Cyril Zakka, Rohan Shad, Ross Wightman, Akshay Chaudhari, William Hiesinger
MediSyn: Text-Guided Diffusion Models for Broad Medical 2D and 3D Image Synthesis. CoRR (2024)
Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev
Reproducible Scaling Laws for Contrastive Language-Image Learning. CVPR (2023)
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
LAION-5B: An open large-scale dataset for training next generation image-text models. CoRR (2022)
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
LAION-5B: An open large-scale dataset for training next generation image-text models. NeurIPS (2022)
Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev
Reproducible scaling laws for contrastive language-image learning. CoRR (2022)
Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers. Trans. Mach. Learn. Res. 2022 (2022)
Ross Wightman, Hugo Touvron, Hervé Jégou
ResNet strikes back: An improved training procedure in timm. CoRR (2021)
Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers. CoRR (2021)