Robert A. Vandermeulen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
5
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Dimension-Independent Rates for Structured Neural Density Estimation. | Robert A. Vandermeulen, Wai Ming Tai, Bryon Aragam |
| 2024 | ICLR | Set Learning for Accurate and Calibrated Models. | Lukas Muttenthaler, Robert A. Vandermeulen, Qiuyi Zhang, Thomas Unterthiner, Klaus-Robert Mller |
| 2023 | ICLR | Human alignment of neural network representations. | Lukas Muttenthaler, Jonas Dippel, Lorenz Linhardt, Robert A. Vandermeulen, Simon Kornblith |
| 2021 | ICLR | Explainable Deep One-Class Classification. | Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Marius Kloft, Klaus-Robert Mller |
| 2021 | ICML | Transfer-Based Semantic Anomaly Detection. | Lucas Deecke, Lukas Ruff, Robert A. Vandermeulen, Hakan Bilen |
| 2021 | IJCAI | Learning Interpretable Concept Groups in CNNs. | Saurabh Varshneya, Antoine Ledent, Robert A. Vandermeulen, Yunwen Lei, Matthias Enders, Damian Borth, Marius Kloft |
| 2020 | ICLR | Deep Semi-Supervised Anomaly Detection. | Lukas Ruff, Robert A. Vandermeulen, Nico Grnitz, Alexander Binder, Emmanuel Mller, Klaus-Robert Mller, Marius Kloft |
| 2019 | ACL | Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text. | Lukas Ruff, Yury Zemlyanskiy, Robert A. Vandermeulen, Thomas Schnake, Marius Kloft |
| 2018 | ICML | Deep One-Class Classification. | Lukas Ruff, Nico Grnitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Robert A. Vandermeulen, Alexander Binder, Emmanuel Mller, Marius Kloft |
| 2013 | COLT | Consistency of Robust Kernel Density Estimators. | Robert A. Vandermeulen, Clayton D. Scott |