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, Patrick Howe, Sharan Ranjit, Anand Bhattad, Aniruddha Kembhavi, Linda G. Shapiro, Ranjay Krishna
Preprint (Under review) , 2023
Paper/ Code

Automated quantitative assessment of amorphous calcifications: Towards improved malignancy risk stratification
Kalyani Marathe, Chrysostomos Marasinou, Beibin Li, Noor Nakhaei, Bo Li, Joann G. Elmore, Linda Shapiro, William Hsu
Computers in Biology and Medicine (CBM) , 2022
Paper/ Slides

Collaborations

DataComp: In search of the next generation of multimodal datasets
Samir Yitzhak Gadre^*, Gabriel Ilharco^*, Alex Fang^* et al.
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^*, et al.
Preprint , 2023
Paper / Code

Website template credits: Dr. Jon Barron