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Markus R. Ernst
PhD Candidate, University of New South Wales
Researcher, Frankfurt Institute for Advanced Studies, Goethe-Universität Frankfurt
Joined
October 2021
Names
Markus R. Ernst
(Preferred)
,
Markus Roland Ernst
,
Markus Ernst
,
Markus R Ernst
Emails
****@fias.uni-frankfurt.de
(Confirmed)
,
****@t-online.de
(Confirmed)
,
****@unsw.edu.au
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
PhD Candidate
University of New South Wales
(unsw.edu.au)
2026
–
Present
Researcher
Frankfurt Institute for Advanced Studies, Goethe-Universität Frankfurt
(fias.uni-frankfurt.de)
2021
–
2026
Advisors, Relations & Conflicts
PhD Advisor
Francisco Cruz
2026
–
Present
Expertise
Reinforcement Learning
Present
World Models
Present
Self-Supervised Learning
Present
Contrastive Learning
Present
Intrinsic Motivation
Present
Publications
ARROW: Augmented Replay for RObust World models
Abdulaziz Alyahya
,
Abdallah Al Siyabi
,
Markus R. Ernst
,
Luke Yang
,
Levin Kuhlmann
,
Gideon Kowadlo
Accepted by TMLR
Readers:
Everyone
MIMo: A Multimodal Infant Model for Studying Cognitive Development
Dominik Mattern
,
Pierre Schumacher
,
Francisco M. López
,
Marcel C. Raabe
,
Markus Roland Ernst
,
Arthur Aubret
,
Jochen Triesch
IEEE Trans. Cogn. Dev. Syst. 2024
Readers:
Everyone
Self-Supervised Learning of Color Constancy
Markus Roland Ernst
,
Francisco M. López
,
Arthur Aubret
,
Roland W. Fleming
,
Jochen Triesch
ICDL 2024
Readers:
Everyone
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development
Dominik Mattern
,
Pierre Schumacher
,
Francisco M. López
,
Marcel C. Raabe
,
Markus Roland Ernst
,
Arthur Aubret
,
Jochen Triesch
CoRR 2023
Readers:
Everyone
Time to augment self-supervised visual representation learning
Arthur Aubret
,
Markus Roland Ernst
,
Céline Teulière
,
Jochen Triesch
Published: 01 Jan 2023, Last Modified: 06 Nov 2023
ICLR 2023
Readers:
Everyone
Time to augment self-supervised visual representation learning
Arthur Aubret
,
Markus R. Ernst
,
Céline Teulière
,
Jochen Triesch
Published: 01 Feb 2023, Last Modified: 02 Mar 2023
ICLR 2023 poster
Readers:
Everyone
Time to augment contrastive learning
Arthur Aubret
,
Markus Roland Ernst
,
Céline Teulière
,
Jochen Triesch
Published: 01 Jan 2022, Last Modified: 06 Nov 2023
CoRR 2022
Readers:
Everyone
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development in Humans and AIs
Dominik Mattern
,
Francisco M. López
,
Markus Roland Ernst
,
Arthur Aubret
,
Jochen Triesch
Published: 01 Jan 2022, Last Modified: 06 Nov 2023
ICDL 2022
Readers:
Everyone
Contrastive Learning Through Time
Felix Schneider
,
Xia Xu
,
Markus R. Ernst
,
Zhengyang Yu
,
Jochen Triesch
Published: 02 Nov 2021, Last Modified: 05 May 2023
SVRHM 2021 Poster
Readers:
Everyone
Recurrent Feedback Improves Recognition of Partially Occluded Objects
Markus Roland Ernst
,
Jochen Triesch
,
Thomas Burwick
ESANN 2020
Readers:
Everyone
View all 11 publications
Co-Authors
Abdallah Al Siyabi
Abdulaziz Alyahya
Arthur Aubret
Céline Teulière
Dominik Mattern
Felix Schneider
Francisco M. López
Gideon Kowadlo
Jochen Triesch
Levin Kuhlmann
Luke Yang
Marcel C. Raabe
Pierre Schumacher
Roland W. Fleming
Thomas Burwick
Xia Xu
Zhengyang Yu