Demo Data from VLDB 2026 / reviewers in the wild / expert
Markus Roland Ernst
dblp:245/7603
· DBLP profile ↗
3ranked-venue papers
2as first author
1since 2021 · last 2023
0000-0002-2800-6346ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 3 · 2 first-author · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Representation and self-supervised learning · 100% | |
| Computer graphics and multimedia
1 paper |
Image and video processing · 100% |
Topics — the 2 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Representation and self-supervised learning › representation learning › unsupervised representation learning › self-supervised representation learning
self-supervised visual representation learning |
0.7 | 1 | 2023 | Time to augment self-supervised visual representation learning · ICLR 2023 |
Image and video processing
data augmentation |
0.7 | 1 | 2023 | Time to augment self-supervised visual representation learning · ICLR 2023 |
Methods — techniques the papers use, named apart from their topics
temporal augmentation · 1.3
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2023 | Time to augment self-supervised visual representation learning
Arthur Aubret, Markus Roland Ernst, Céline Teulière, Jochen Triesch |
ICLR | 2 |
| 2020 | Recurrent Feedback Improves Recognition of Partially Occluded Objects
Markus Roland Ernst, Jochen Triesch, Thomas Burwick |
ESANN | 1 |
| 2019 | Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders
Markus Roland Ernst, Jochen Triesch, Thomas Burwick |
ICANN (3) | 1 |