| 2025 | CVPR | Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion. | Jona Ball, Luca Versari, Emilien Dupont, Hyunjik Kim, Matthias Bauer |
| 2024 | CVPR | C3: High-Performance and Low-Complexity Neural Compression from a Single Image or Video. | Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont |
| 2024 | ICML | Improving fine-grained understanding in image-text pre-training. | Ioana Bica, Anastasija Ilic, Matthias Bauer, Goker Erdogan, Matko Bosnjak, Christos Kaplanis, Alexey A. Gritsenko, Matthias Minderer, Charles Blundell, Razvan Pascanu, Jovana Mitrovic |
| 2021 | AISTATS | Improving predictions of Bayesian neural nets via local linearization. | Alexander Immer, Maciej Korzepa, Matthias Bauer |
| 2021 | ICML | Generalized Doubly Reparameterized Gradient Estimators. | Matthias Bauer, Andriy Mnih |
| 2021 | ICML | Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning. | Alexander Immer, Matthias Bauer, Vincent Fortuin, Gunnar Rtsch, Mohammad Emtiyaz Khan |
| 2020 | AAAI | Interpretable and Differentially Private Predictions. | Frederik Harder, Matthias Bauer, Mijung Park |
| 2019 | AISTATS | Resampled Priors for Variational Autoencoders. | Matthias Bauer, Andriy Mnih |
| 2019 | ICLR | Meta-Learning Probabilistic Inference for Prediction. | Jonathan Gordon, John Bronskill, Matthias Bauer, Sebastian Nowozin, Richard E. Turner |
| 2018 | EDUCON | Improving access to online lecture videos. | Matthias Bauer, Martin Malchow, Christoph Meinel |
| 2018 | EDUCON | Enhance learning in a video lecture archive with annotations. | Martin Malchow, Matthias Bauer, Christoph Meinel |
| 2018 | EDUCON | Embedded smart home - remote lab MOOC with optional real hardware experience for over 4000 students. | Martin Malchow, Matthias Bauer, Christoph Meinel |
| 2018 | ICCP | Automatic estimation of modulation transfer functions. | Matthias Bauer, Valentin Volchkov, Michael Hirsch, Bernhard Schlkopf |
| 2016 | EDUCON | Enhance embedded system E-leaming experience with sensors. | Martin Malchow, Jan Renz, Matthias Bauer, Christoph Meinel |
| 2016 | SIGUCCS | Couch Learning Mode: Multiple-Video Lecture Playlist Selection out of a Lecture Video Archive for E-learning Students. | Martin Malchow, Matthias Bauer, Christoph Meinel |
| 2015 | SIGUCCS | Lecture Butler: Teaching Reasonable Lectures from a Lecture Video Archive. | Martin Malchow, Matthias Bauer, Christoph Meinel |
| 2014 | ETFA | A wireless gateway approach enabling industrial real-time communication on the field level of factory automation. | Matthias Bauer, Gunther May, Vivek Jain |
| 2013 | WWW | Connected media experiences: web based interactive video using linked data. | Lyndon J. B. Nixon, Matthias Bauer, Cristian Bara |
| 2013 | WWW | Connected Media Experiences: interactive video using Linked Data on the Web. | Lyndon J. B. Nixon, Matthias Bauer, Cristian Bara |
| 2003 | DAC | Re-use-centric architecture for a fully accelerated testbench environment. | Renate Henftling, Andreas Zinn, Matthias Bauer, Martin Zambaldi, Wolfgang Ecker |
| 2003 | DATE | Platform-Based Testbench Generation. | Renate Henftling, Andreas Zinn, Matthias Bauer, Wolfgang Ecker, Martin Zambaldi |
| 1997 | DAC | Hardware/Software Co-Simulation in a VHDL-Based Test Bench Approach. | Matthias Bauer, Wolfgang Ecker |