Markus Roland Ernst

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Unsupervised Learning

Occluded Objects

Recognition Of Partially Occluded

Cognitive Development

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Dominik Mattern, Pierre Schumacher, Francisco M. López, Marcel C. Raabe, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multimodal Infant Model for Studying Cognitive Development. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
Markus Roland Ernst, Francisco M. López, Arthur Aubret, Roland W. Fleming, Jochen Triesch
Self-Supervised Learning of Color Constancy. CoRR (2024)
Arthur Aubret, Markus Roland Ernst, Céline Teulière, Jochen Triesch
Time to augment self-supervised visual representation learning. ICLR (2023)
Dominik Mattern, Pierre Schumacher, Francisco M. López, Marcel C. Raabe, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development. CoRR (2023)
Arthur Aubret, Markus Roland Ernst, Céline Teulière, Jochen Triesch
Time to augment contrastive learning. CoRR (2022)
Dominik Mattern, Francisco M. López, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development in Humans and AIs. ICDL (2022)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Feedback Improves Recognition of Partially Occluded Objects. CoRR (2021)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Feedback Improves Recognition of Partially Occluded Objects. ESANN (2020)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Connectivity Aids Recognition of Partly Occluded Objects. CoRR (2019)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders. ICANN (3) (2019)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders. CoRR (2019)