Mitchell Wortsman

LAION-5B: An open large-scale dataset for training next generation image-text models

Christoph Schuhmann, Romain Beaumont, Richard Vencu et al. · arXiv (Cornell University) · 2022 · 1K citations · Full text

Computing, Computer Science, Computer Vision +13

Reproducible Scaling Laws for Contrastive Language-Image Learning

Mehdi Cherti, Romain Beaumont, Ross Wightman et al. · 2023 · 496 citations

Computing, Computer Science, Computer Vision +12

Robust fine-tuning of zero-shot models

Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 367 citations

Computing, Computer Science, Computer Vision +10

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre et al. · arXiv (Cornell University) · 2022 · 206 citations · Full text

Computing, Computer Science, Computer Vision +14

CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation

Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco et al. · 2023 · 135 citations

Computing, Computer Science, Robotics Engineering +17