Sean Grullon

Principal Researcher, PathAI

Joined

May 2024

Names

Sean Grullon (Preferred)

Emails

****@pathai.com (Confirmed)

****@gmail.com

Personal Links

DBLP

Career & Education History

Principal Researcher

PathAI (path.ai)

2023 – Present

PhD student

Physics, University of Wisconsin - Madison (wisc.edu)

2003 – 2010

Advisors, Relations & Conflicts

Coworker

Kim Branson

2017 – 2020

Expertise

Foundation Models Computer Vision

2020 – 2024

Publications

Evaluating the Utility of Sparse Autoencoders for Interpreting a Pathology Foundation Model
Nhat Minh Le, Ciyue Shen, Neel Patel, Chintan Shah, Darpan Sanghavi, Blake Martin, Alfred Eng, Harshith Padigela, Raymond Biju, Sean Grullon, Dinkar Juyal, Syed Ashar Javed
- NeurIPS 2025 Workshop Imageomics
- Readers: Everyone
Learning biologically relevant features in a pathology foundation model using sparse autoencoders
Nhat Minh Le, Neel Patel, Ciyue Shen, Blake Martin, Alfred Eng, Chintan Shah, Sean Grullon, Dinkar Juyal
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
PLUTO: Pathology-Universal Transformer
Dinkar Juyal, Harshith Padigela, Chintan Shah, Daniel Shenker, Natalia Harguindeguy, Yi Liu, Blake Martin, Yibo Zhang, Michael Nercessian, Miles Markey, Isaac Finberg, Kelsey Luu, Daniel Borders, Syed Ashar Javed, Emma L Krause, Raymond Biju, Aashish Sood, Allen Ma, Jackson Nyman, John Shamshoian et al. (13 additional authors not shown)
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Interpretability analysis on a pathology foundation model reveals biologically relevant embeddings across modalities
Nhat Le, Ciyue Shen, Chintan Shah, Blake Martin, Daniel Shenker, Harshith Padigela, Jennifer A. Hipp, Sean Grullon, John Abel, Harsha Vardhan pokkalla, Dinkar Juyal
- ICML 2024 MI Workshop Poster
- Readers: Everyone
PLUTO: Pathology-Universal Transformer
Dinkar Juyal, Harshith Padigela, Chintan Shah, Daniel Shenker, Natalia Harguindeguy, Yi Liu, Blake Martin, Yibo Zhang, Michael Nercessian, Miles Markey, Isaac Finberg, Kelsey Luu, Daniel Borders, Syed Ashar Javed, Emma L Krause, Raymond Biju, Aashish Sood, Allen Ma, Jackson Nyman, John Shamshoian et al. (13 additional authors not shown)
- AccMLBio Poster
- Readers: Everyone
PLUTO: Pathology-Universal Transformer
Dinkar Juyal, Harshith Padigela, Chintan Shah, Daniel Shenker, Natalia Harguindeguy, Yi Liu, Blake Martin, Yibo Zhang, Michael Nercessian, Miles Markey, Isaac Finberg, Kelsey Luu, Daniel Borders, Syed Ashar Javed, Emma Krause, Raymond Biju, Aashish Sood, Allen Ma, Jackson Nyman, John Shamshoian et al. (13 additional authors not shown)
- ML4LMS Poster
- Readers: Everyone
Interpretability analysis on a pathology foundation model reveals biologically relevant embeddings across modalities
Nhat Le, Ciyue Shen, Chintan Shah, Blake Martin, Daniel Shenker, Harshith Padigela, Jennifer A. Hipp, Sean Grullon, John Abel, Harsha Pokkalla, Dinkar Juyal
- CoRR 2024
- Readers: Everyone
PLUTO: Pathology-Universal Transformer
Dinkar Juyal, Harshith Padigela, Chintan Shah, Daniel Shenker, Natalia Harguindeguy, Yi Liu, Blake Martin, Yibo Zhang, Michael Nercessian, Miles Markey, Isaac Finberg, Kelsey Luu, Daniel Borders, Syed Ashar Javed, Emma Krause, Raymond Biju, Aashish Sood, Allen Ma, Jackson Nyman, John Shamshoian et al. (13 additional authors not shown)
- CoRR 2024
- Readers: Everyone
Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression
Sean Grullon, Vaughn Spurrier, Jiayi Zhao, Corey Chivers, Yang Jiang, Kiran Motaparthi, Michael J. Bonham, Julianna D. Ianni
- CoRR 2022
- Readers: Everyone
Using Whole Slide Image Representations from Self-supervised Contrastive Learning for Melanoma Concordance Regression
Sean Grullon, Vaughn Spurrier, Jiayi Zhao, Corey Chivers, Yang Jiang, Kiran Motaparthi, Jason B. Lee, Michael J. Bonham, Julianna D. Ianni
- ECCV Workshops (7) 2022
- Readers: Everyone

View all 12 publications

Co-Authors

View all 54 co-authors