Anton Schwaighofer

Researcher, Microsoft

Joined

July 2019

Names

Anton Schwaighofer

Emails

****@microsoft.com (Confirmed)

Personal Links

Career & Education History

Researcher

Microsoft (microsoft.com)

2008 – Present

Postdoc

Fraunhofer FIRST (fraunhofer.de)

2004 – 2007

Advisors, Relations & Conflicts

Postdoc Advisor

Klaus Robert Muller

Present

Coworker

Fernando Pérez-García

Present

Coworker

Present

PhD Advisor

Present

Expertise

Medical imaging

,

3D segmentation

,

VLM

2017 – Present

Publications

Data Scaling Laws for Radiology Foundation Models
Maximilian Ilse, Harshita Sharma, Anton Schwaighofer, Sam Bond-Taylor, Fernando Pérez-García, Olesya Melnichenko, Anne-Marie G. Sykes M.D., Kelly K Horst, Ashish Khandelwal, Maxwell Reynolds, Maria Teodora Wetscherek, Noel C Codella, Javier Alvarez-Valle, Panagiotis Korfiatis, Valentina Salvatelli
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
MAIRA-1: A specialised large multimodal model for radiology report generation
Stephanie Hyland, Shruthi Bannur, Kenza Bouzid, Daniel C. Castro, Mercy Prasanna Ranjit, Anton Schwaighofer, Fernando Pérez-García, Valentina Salvatelli, Shaury srivastav, Anja Thieme, Noel C Codella, Matthew P. Lungren, Maria Teodora Wetscherek, Ozan Oktay, Javier Alvarez-Valle
- arXiv
- Readers: Everyone
Exploring the Boundaries of GPT-4 in Radiology
Qianchu Liu, Stephanie Hyland, Shruthi Bannur, Kenza Bouzid, Daniel C. Castro, Maria Teodora Wetscherek, Robert Tinn, Harshita Sharma, Fernando Pérez-García, Anton Schwaighofer, Pranav Rajpurkar, Sameer Tajdin Khanna, Hoifung Poon, Naoto Usuyama, Anja Thieme, Aditya V. Nori, Matthew P. Lungren, Ozan Oktay, Javier Alvarez-Valle
- EMNLP 2023 Main
- Readers: Everyone
Query clustering based on bid landscape for sponsored search auction optimization
Ye Chen, Weiguo Liu, Jeonghee Yi, Anton Schwaighofer, Tak W. Yan
- 2013 (modified: 12 Nov 2022)
- KDD 2013
- Readers: Everyone
Scalable clustering and keyword suggestion for online advertisements
Anton Schwaighofer, Joaquin Quiñonero Candela, Thomas Borchert, Thore Graepel, Ralf Herbrich
- 2009 (modified: 12 Nov 2022)
- KDD Workshop on Data Mining and Audience Intelligence for Advertising 2009
- Readers: Everyone
Learning Gaussian processes from multiple tasks
Kai Yu, Volker Tresp, Anton Schwaighofer
- 2005 (modified: 11 Nov 2022)
- ICML 2005
- Readers: Everyone
Learning Gaussian Process Kernels via Hierarchical Bayes
Anton Schwaighofer, Volker Tresp, Kai Yu
- 2004 (modified: 11 Nov 2022)
- NIPS 2004
- Readers: Everyone
GPPS: A Gaussian Process Positioning System for Cellular Networks
Anton Schwaighofer, Marian Grigoras, Volker Tresp, Clemens Hoffmann
- 2003 (modified: 11 Nov 2022)
- NIPS 2003
- Readers: Everyone
The RA Scanner: Prediction of Rheumatoid Joint Inflammation Based on Laser Imaging
Anton Schwaighofer, Volker Tresp, Peter Mayer, Alexander K. Scheel, Gerhard A. Müller
- 2002 (modified: 11 Nov 2022)
- NIPS 2002
- Readers: Everyone
Transductive and Inductive Methods for Approximate Gaussian Process Regression
Anton Schwaighofer, Volker Tresp
- 2002 (modified: 11 Nov 2022)
- NIPS 2002
- Readers: Everyone

Co-Authors

View all 45 co-authors