Mitchell Wortsman

基本信息

浏览量：177

职业迁徙

个人简介

My research so far has studied fine-tuning, robustness, neural network subspaces, and subnetworks.

研究兴趣

论文共 22 篇作者统计合作学者相似作者

按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选

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,

CoRR (2023)

引用0浏览0EI引用

Stable and low-precision training for large-scale vision-language models

Mitchell Wortsman,Tim Dettmers,Luke Zettlemoyer, Ari Morcos,Ali Farhadi,Ludwig Schmidt

CoRR (2023)

引用0浏览0EI引用

Editing Models with Task Arithmetic

Gabriel Ilharco,Marco Tulio Ribeiro,Mitchell Wortsman,Suchin Gururangan,Ludwig Schmidt,Hannaneh Hajishirzi,Ali Farhadi

arxiv（2023）

引用0浏览0引用

Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP

Thao Nguyen, Gabriel Ilharco,Mitchell Wortsman,Sewoong Oh,Ludwig Schmidt

NeurIPS 2022（2022）

引用9浏览0EI引用

lo-fi: distributed fine-tuning without communication

Mitchell Wortsman,Suchin Gururangan, Shen Li,Ali Farhadi,Ludwig Schmidt, Michael Rabbat,Ari S. Morcos

arxiv（2022）

引用0浏览0EI引用

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

Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre,Rebecca Roelofs,Raphael Gontijo-Lopes,Ari S. Morcos,Hongseok Namkoong,Ali Farhadi,Yair Carmon,Simon Kornblith,Ludwig Schmidt

ICML（2022）

引用156浏览0EI引用

156

Robust fine-tuning of zero-shot models

Mitchell Wortsman, Gabriel Ilharco,Jong Wook Kim,Mike Li,Simon Kornblith,Rebecca Roelofs,Raphael Gontijo Lopes,Hannaneh Hajishirzi,Ali Farhadi,Hongseok Namkoong,Ludwig Schmidt

CVPR（2022）

引用139浏览0EI引用

139

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

arxiv（2022）

引用0浏览0引用

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,

arxiv（2022）

引用0浏览0EI引用

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

Samir Yitzhak Gadre,Mitchell Wortsman,Gabriel Ilharco,Ludwig Schmidt, Shuran Song

arxiv（2022）

引用0浏览0引用

加载更多

作者统计

合作学者

合作机构

D-Core

合作者
学生
导师

暂无相似学者，你可以通过学者研究领域进行搜索筛选

数据免责声明

页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果，我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问，可以通过电子邮件方式联系我们：report@aminer.cn

博士生

论文共 22 篇作者统计合作学者相似作者