Martin Trapp
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
10
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Streamlining Prediction in Bayesian Deep Learning. | Rui Li, Marcus Klasson, Arno Solin, Martin Trapp |
| 2025 | WACV | Flatness Improves Backbone Generalisation in Few-Shot Classification. | Rui Li, Martin Trapp, Marcus Klasson, Arno Solin |
| 2025 | UAI | Approximate Bayesian Inference via Bitstring Representations. | Aleksanteri M. Sladek, Martin Trapp, Arno Solin |
| 2024 | ICLR | Subtractive Mixture Models via Squaring: Representation and Learning. | Lorenzo Loconte, Aleksanteri M. Sladek, Stefan Mengel, Martin Trapp, Arno Solin, Nicolas Gillis, Antonio Vergari |
| 2024 | WACV | Fixing Overconfidence in Dynamic Neural Networks. | Lassi Meronen, Martin Trapp, Andrea Pilzer, Le Yang, Arno Solin |
| 2024 | UAI | On Hardware-efficient Inference in Probabilistic Circuits. | Lingyun Yao, Martin Trapp, Jelin Leslin, Gaurav Singh, Peng Zhang, Karthekeyan Periasamy, Martin Andraud |
| 2022 | ECCV | Uncertainty-Guided Source-Free Domain Adaptation. | Subhankar Roy, Martin Trapp, Andrea Pilzer, Juho Kannala, Nicu Sebe, Elisa Ricci, Arno Solin |
| 2022 | MICCAI | Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans. | Marc Dietrichstein, David Major, Martin Trapp, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bhler |
| 2021 | UAI | Leveraging probabilistic circuits for nonparametric multi-output regression. | Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting |
| 2020 | AISTATS | Deep Structured Mixtures of Gaussian Processes. | Martin Trapp, Robert Peharz, Franz Pernkopf, Carl Edward Rasmussen |
| 2020 | ICML | Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits. | Robert Peharz, Steven Lang, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Guy Van den Broeck, Kristian Kersting, Zoubin Ghahramani |
| 2019 | UAI | Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning. | Robert Peharz, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Xiaoting Shao, Kristian Kersting, Zoubin Ghahramani |
| 2018 | IVA | Grounded Word Learning on a Pepper Robot. | Matthias Hirschmanner, Stephanie Gross, Brigitte Krenn, Friedrich Neubarth, Martin Trapp, Markus Vincze |
| 2017 | ICTIR | Retrieving Compositional Documents Using Position-Sensitive Word Mover's Distance. | Martin Trapp, Marcin Skowron, Dietmar Schabus |
| 2017 | SIGIR | One Million Posts: A Data Set of German Online Discussions. | Dietmar Schabus, Marcin Skowron, Martin Trapp |
| 2017 | UAI | Safe Semi-Supervised Learning of Sum-Product Networks. | Martin Trapp, Tamas Madl, Robert Peharz, Franz Pernkopf, Robert Trappl |