Kilian M. Pohl

Full Professor, Stanford University

Joined

February 2019

Names

Kilian M. Pohl (Preferred)

Emails

****@sri.com (Confirmed)

****@stanford.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Stanford University (stanford.edu)

2024 – Present

Associate Professor

Stanford University (stanford.edu)

2019 – 2024

Program Director

SRI International (sri.com)

2013 – 2023

PhD student

Massachusetts Institute of Technology (mit.edu)

2001 – 2005

Advisors, Relations & Conflicts

Postdoc Advisee

Yong Zhang

2014 – 2016

Postdoc Advisee

Elena Bernardis

2012 – 2013

Coauthor

Ali Gooya

2011 – 2012

Expertise

machine learning

Present

computational neuroscience

Present

medical image analysis

Present

Publications

Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection
Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park
- AAAI 2024
- Readers: Everyone
Confounder-Free Continual Learning via Recursive Feature Normalization
Yash Shah, Camila Gonzalez, Mohammad H. Abbasi, Qingyu Zhao, Kilian M. Pohl, Ehsan Adeli
- ICML 2025 poster
- Readers: Everyone
Confounder-Free Continual Learning via Recursive Feature Normalization
Yash Shah, Camila Gonzalez, MohammadHassan Abbasi, Qingyu Zhao, Kilian M. Pohl, Ehsan Adeli
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model
Wei Peng, Ehsan Adeli, Tomas Bosschieter, Sang Hyun Park, Qingyu Zhao, Kilian M. Pohl
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
- Readers: Everyone
Representation Disentanglement for Multi-modal Brain MRI Analysis
Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl
- 01 Nov 2022 (modified: 01 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Self-supervised learning of neighborhood embedding for longitudinal MRI
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl
- 01 Nov 2022 (modified: 01 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Medical Image Quality Assurance using Deep Learning
Dženan Zukić, Anne Haley, Curtis Lisle, James Klo, Kilian M. Pohl, Hans J Johnson, Aashish Chaudhary
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
- 11 May 2021 (modified: 01 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Training confounder-free deep learning models for medical applications
Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
- 11 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 13 publications

Co-Authors

View all 33 co-authors