Kalyani Marathe

I am a Ph.D. student at the University of Washington, advised by Prof. Linda Shapiro and Prof. Ranjay Krishna. I am also a visiting student at the Allen Institute of Artificial Intelligence . My research centers around self supervised pretraining, vision language models, generative models. My doctoral work is supported by UW-Amazon Sciencehub.

Email / CV / Google Scholar / Twitter / Github / Linkedin

Selected Publications

MIMIC: Masked Image Modeling with Image Correspondences
Kalyani Marathe^*, Mahtab Bigverdi^*, Nishat Khan, Tuhin Kundu, Aniruddha Kembhavi, Linda G. Shapiro, Ranjay Krishna
Preprint (Under review) , 2023
Paper/ Code

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 Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe , Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt
NeurIPS Datasets and Benchmarks Track (Oral) , 2023
Paper / Code

OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
Anas Awadalla^*, Irena Gao^*, Josh Gardner, Jack Hessel, Yusuf Hanafy, Wanrong Zhu, Kalyani Marathe, Yonatan Bitton, Samir Gadre, Shiori Sagawa, Jenia Jitsev, Simon Kornblith, Pang Wei Koh, Gabriel Ilharco, Mitchell Wortsman, Ludwig Schmidt
Preprint , 2023
Paper / Code

Website template credits: Dr. Jon Barron