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Fred A. Hamprecht
Full Professor, Heidelberg University
Joined
October 2017
Names
Fred A. Hamprecht
(Preferred)
,
Fred A Hamprecht
,
Fred Hamprecht
Emails
****@iwr.uni-heidelberg.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
Heidelberg University
(uni-heidelberg.de)
Present
Advisors, Relations & Conflicts
Coauthor
Thorsten Beier
2011
–
2016
Coauthor
Ullrich Koethe
2015
–
2015
Coauthor
Jan Funke
2011
–
2015
Coauthor
Carsten Rother
2011
–
2015
Coauthor
Christoph Schnã¶rr
2010
–
2015
Coauthor
Bjã¶rn Ommer
2014
–
2014
Coauthor
Shai Avidan
2011
–
2014
Coauthor
Carsten Rother
2011
–
2014
Coauthor
Joerg Kappes
2011
–
2014
Coauthor
Rahul Nair
2011
–
2014
Coauthor
Carsten Rother
2011
–
2014
Coauthor
Xinghua Lou
2010
–
2014
Coauthor
Boaz Nadler
2009
–
2014
Coauthor
Bjoern Menze
2004
–
2014
Coauthor
Daniel Kondermann
2008
–
2008
Expertise
machine learning
Present
Scientific AI
Present
Molecular ML
Present
Density functional theory
Present
Quantum Chemistry
Present
Electronic Structure Theory
Present
Geometric Machine Learning
Present
Publications
Accurate and versatile 3D segmentation of plant tissues at cellular resolution
Adrian Wolny
,
Lorenzo Cerrone
,
Anna Kreshuk
,
Fred A. Hamprecht
eLife
Readers:
Everyone
Take Note: Your Molecular Dataset Is Probably Aligned
Peter Lippmann
,
Roman Remme
,
Manuel V. Klockow
,
Fred A. Hamprecht
ICLR 2026 Poster
Readers:
Everyone
A Function-Centric Graph Neural Network Approach for Predicting Electron Densities
Manuel V. Klockow
,
Marc K. Ickler
,
Peter Lippmann
,
Fred A. Hamprecht
ICLR 2026 Poster
Readers:
Everyone
Equivariance by Local Canonicalization: A Matter of Representation
Gerrit Gerhartz
,
Peter Lippmann
,
Fred A. Hamprecht
NeurReps 2025 Poster
Readers:
Everyone
Lorentz Local Canonicalization: How to make any Network Lorentz-Equivariant
Jonas Spinner
,
Luigi Favaro
,
Peter Lippmann
,
Sebastian Pitz
,
Gerrit Gerhartz
,
Tilman Plehn
,
Fred A. Hamprecht
NeurIPS 2025 poster
Readers:
Everyone
Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
Peter Lippmann
,
Gerrit Gerhartz
,
Roman Remme
,
Fred A. Hamprecht
ICLR 2025 Poster
Readers:
Everyone
Truth is Universal: Robust Detection of Lies in LLMs
Lennart Bürger
,
Fred A. Hamprecht
,
Boaz Nadler
NeurIPS 2024 poster
Readers:
Everyone
The Central Spanning Tree Problem
Enrique Fita Sanmartín
,
Christoph Schnoerr
,
Fred A Hamprecht
Submitted to ICLR 2024
Readers:
Everyone
Essentially No Barriers in Neural Network Energy Landscape
Felix Draxler
,
Kambis Veschgini
,
Manfred Salmhofer
,
Fred A Hamprecht
25 Aug 2023
OpenReview Archive Direct Upload
Readers:
Everyone
The Algebraic Path Problem for Graph Metrics
Enrique Fita Sanmartín
,
Sebastian Damrich
,
Fred A Hamprecht
05 Apr 2023
OpenReview Archive Direct Upload
Readers:
Everyone
View all 51 publications
Co-Authors
Aaron C. Courville
Abdel A. Taha
Adrian Wolny
Alan Karthikesalingam
Albert Cardona
Alberto Bailoni
Alexander Zeilmann
Alexandros Karargyris
Ali Emre Kavur
Amin Madani
Anna Kreshuk
Anne Martel
Annette Kopp-Schneider
Annika Reinke
Aristide Baratin
Arriel Benis
B. Michael Kelm
Ben Glocker
Ben Van Calster
Bennett A. Landman
Bernhard X. Kausler
Beth A Cimini
Bjoern H. Menze
Björn Andres
Boaz Nadler
View all 157 co-authors