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Robert A. Vandermeulen
Joined
December 2017
Names
Robert A. Vandermeulen
(Preferred)
,
Robert Vandermeulen
,
Robert Anton Vandermeulen
Emails
****@cs.uni-kl.de
(Confirmed)
,
****@umich.edu
(Confirmed)
,
****@tu-berlin.de
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Berlin Institute for the Foundations of Learning and Data
(tu-berlin.de)
2020
–
2025
Postdoc
TU Kaiserslautern
(uni-kl.de)
2017
–
2020
PhD student
University of Michigan
(umich.edu)
2010
–
2016
Advisors, Relations & Conflicts
Coauthor
Philipp Liznerski
2020
–
Present
Coauthor
Bryon Aragam
2024
–
2025
Coauthor
Wai Ming Tai
2024
–
2025
Coauthor
Lukas Muttenthaler
2022
–
2024
Coauthor
Simon Kornblith
2022
–
2024
Postdoc Advisor
Klaus-Rober Müller
2020
–
2020
Coauthor
Alexander Ritchie
2020
–
2020
Postdoc Advisor
Marius Kloft
2017
–
2020
PhD Advisor
Clayton Scott
2010
–
2020
Expertise
Deep Anomaly Detection
2017
–
Present
Multinomial Mixture Models
2015
–
Present
Nonparametric Density Estimation
2010
–
Present
Publications
Dimension-Independent Rates for Structured Neural Density Estimation
Robert A. Vandermeulen
,
Wai Ming Tai
,
Bryon Aragam
ICML 2025 poster
Readers:
Everyone
Dimension-Independent Rates for Structured Neural Density Estimation
Robert A. Vandermeulen
,
Wai Ming Tai
,
Bryon Aragam
Submitted to ICLR 2025
Readers:
Everyone
Breaking the curse of dimensionality in structured density estimation
Robert A. Vandermeulen
,
Wai Ming Tai
,
Bryon Aragam
NeurIPS 2024 poster
Readers:
Everyone
Set Learning for Accurate and Calibrated Models
Lukas Muttenthaler
,
Robert A. Vandermeulen
,
Qiuyi Zhang
,
Thomas Unterthiner
,
Klaus Robert Muller
ICLR 2024 poster
Readers:
Everyone
Improving neural network representations using human similarity judgments
Lukas Muttenthaler
,
Lorenz Linhardt
,
Jonas Dippel
,
Robert A. Vandermeulen
,
Katherine Hermann
,
Andrew Kyle Lampinen
,
Simon Kornblith
NeurIPS 2023 poster
Readers:
Everyone
Human alignment of neural network representations
Lukas Muttenthaler
,
Lorenz Linhardt
,
Jonas Dippel
,
Robert A. Vandermeulen
,
Simon Kornblith
Published: 18 Oct 2022, Last Modified: 05 May 2023
SVRHM Poster
Readers:
Everyone
Human alignment of neural network representations
Lukas Muttenthaler
,
Jonas Dippel
,
Lorenz Linhardt
,
Robert A. Vandermeulen
,
Simon Kornblith
Published: 01 Feb 2023, Last Modified: 03 Mar 2023
ICLR 2023 poster
Readers:
Everyone
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Philipp Liznerski
,
Lukas Ruff
,
Robert A. Vandermeulen
,
Billy Joe Franks
,
Klaus Robert Muller
,
Marius Kloft
Accepted by TMLR
Readers:
Everyone
VICE: Variational Interpretable Concept Embeddings
Lukas Muttenthaler
,
Charles Yang Zheng
,
Patrick McClure
,
Robert A. Vandermeulen
,
Martin N Hebart
,
Francisco Pereira
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Philipp Liznerski
,
Lukas Ruff
,
Robert A. Vandermeulen
,
Billy Joe Franks
,
Klaus-Robert Müller
,
Marius Kloft
2022 (modified: 01 Dec 2022)
CoRR 2022
Readers:
Everyone
View all 36 publications
Co-Authors
Alexander Binder
Alexander Ritchie
Andrew Kyle Lampinen
Antoine Ledent
Billy Joe Franks
Bryon Aragam
Charles Y. Zheng
Charles Yang Zheng
Clayton D. Scott
Damian Borth
Emmanuel Müller
Francisco Pereira
Grégoire Montavon
Hakan Bilen
Jacob R. Kauffmann
Jonas Dippel
Katherine Hermann
Klaus Robert Muller
Klaus-Robert Müller
Lorenz Linhardt
Lucas Deecke
Lukas Muttenthaler
Lukas Ruff
Marius Kloft
Martin N Hebart
View all 43 co-authors