Matthias Bauer

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 24

Top Topics

Gradient Estimators

Top Venues

Publications

Ivana Kajic, Olivia Wiles, Isabela Albuquerque, Matthias Bauer, Su Wang, Jordi Pont-Tuset, Aida Nematzadeh
Evaluating Numerical Reasoning in Text-to-Image Models. CoRR (2024)
Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai
PaliGemma: A versatile 3B VLM for transfer. CoRR (2024)
Ioana Bica, Anastasija Ilic, Matthias Bauer, Goker Erdogan, Matko Bosnjak, Christos Kaplanis, Alexey A. Gritsenko, Matthias Minderer, Charles Blundell, Razvan Pascanu, Jovana Mitrovic
Improving fine-grained understanding in image-text pre-training. CoRR (2024)
Matthias Bauer, Emilien Dupont, Andy Brock, Dan Rosenbaum, Jonathan Schwarz, Hyunjik Kim
Spatial Functa: Scaling Functa to ImageNet Classification and Generation. CoRR (2023)
Aleksander Botev, Matthias Bauer, Soham De
Regularising for invariance to data augmentation improves supervised learning. CoRR (2022)
Alexander Immer, Maciej Korzepa, Matthias Bauer
Improving predictions of Bayesian neural nets via local linearization. AISTATS (2021)
Alexander Immer, Matthias Bauer, Vincent Fortuin, Gunnar Rätsch, Mohammad Emtiyaz Khan
Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning. ICML (2021)
Matthias Bauer, Andriy Mnih
Generalized Doubly Reparameterized Gradient Estimators. CoRR (2021)
Matthias Bauer, Andriy Mnih
Generalized Doubly Reparameterized Gradient Estimators. ICML (2021)
Erik Daxberger, Agustinus Kristiadi, Alexander Immer, Runa Eschenhagen, Matthias Bauer, Philipp Hennig
Laplace Redux - Effortless Bayesian Deep Learning. NeurIPS (2021)
Erik Daxberger, Agustinus Kristiadi, Alexander Immer, Runa Eschenhagen, Matthias Bauer, Philipp Hennig
Laplace Redux - Effortless Bayesian Deep Learning. CoRR (2021)
Alexander Immer, Matthias Bauer, Vincent Fortuin, Gunnar Rätsch, Mohammad Emtiyaz Khan
Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning. CoRR (2021)
Frederik Harder, Matthias Bauer, Mijung Park
Interpretable and Differentially Private Predictions. AAAI (2020)
Alexander Immer, Maciej Korzepa, Matthias Bauer
Improving predictions of Bayesian neural networks via local linearization. CoRR (2020)
Frederik Harder, Matthias Bauer, Mijung Park
Interpretable and Differentially Private Predictions. CoRR (2019)
Matthias Bauer, Andriy Mnih
Resampled Priors for Variational Autoencoders. AISTATS (2019)
Patrick Müller, Kristof Karhan, Matthias Krack, Uwe Gerstmann, Wolf Gero Schmidt, Matthias Bauer, Thomas D. Kühne
Impact of finite-temperature and condensed-phase effects on theoretical X-ray absorption spectra of transition metal complexes. J. Comput. Chem. 40 (5) (2019)
Angelika Zirker, Matthias Bauer, Leonie Kirchhoff, Miriam Lahrsow
TEASys: Kollaboratives digitales Annotieren als Lehr- und Lernprozess. DHd (2018)
Matthias Bauer, Andriy Mnih
Resampled Priors for Variational Autoencoders. CoRR (2018)
Matthias Bauer, Angelika Zirker
Explanatory Annotation of Literary Texts and the Reader: Seven Types of Problems. Int. J. Humanit. Arts Comput. 11 (2) (2017)
Angelika Zirker, Matthias Bauer
TEASys (Tübingen Explanatory Annotations System): Die erklärende Annotation literarischer Texte in den Digital Humanities. DHd (2017)
Angelika Zirker, Matthias Bauer
Explanatory Annotation in the Context of the Digital Humanities: Introduction. Int. J. Humanit. Arts Comput. 11 (2) (2017)
Angelika Zirker, Matthias Bauer
Annotation und Distant Reading: Probleme, Synergien, Perspektiven. DHd (2016)
Angelika Zirker, Fabian Schwabe, Matthias Bauer
Theorie und Praxis der erklärenden Annotation im Kontext der Digital Humanities. DHd (2015)
Lyndon J. B. Nixon, Matthias Bauer, Arno Scharl
Enhancing Web intelligence with the content of online video fragments. ISWC (Posters & Demos) (2014)
Matthias Bauer, Gunther May, Vivek Jain
A wireless gateway approach enabling industrial real-time communication on the field level of factory automation. ETFA (2014)
Andreas Frotzscher, Ulf Wetzker, Matthias Bauer, Markus Rentschler, Matthias Beyer, Stefan Elspass, Henrik Klessig
Requirements and current solutions of wireless communication in industrial automation. ICC Workshops (2014)
Lyndon J. B. Nixon, Matthias Bauer, Cristian Bara
Connected media experiences: web based interactive video using linked data. WWW (Companion Volume) (2013)
Lyndon J. B. Nixon, Matthias Bauer, Cristian Bara
Connected Media Experiences: interactive video using Linked Data on the Web. LDOW (2013)
Claus Schmid, Matthias Bauer, Jörg Blume, Horst Bock, Oliver Süssenguth, Bernd Wild
Sterben im Internet - Regelung des digitalen Nachlasses. Wirtschaftsinformatik Manag. 5 (1) (2013)
Claus Schmid, Jörg Blume, Horst Bock, Oliver Süssenguth, Matthias Bauer, Bernd Wild
Sterben im Internet - Regelung des digitalen Nachlasses. Wirtschaftsinformatik Manag. 4 (6) (2012)
Matthias Bauer
Lösung des Container Sequencing Problemsunter Berücksichtigung von Ladeluken. MKWI (2012)
Lyndon J. B. Nixon, Matthias Bauer, Cristian Bara, Thomas Kurz, John Pereira
ConnectME: Semantic Tools for Enriching Online Video with Web Content. I-SEMANTICS (Posters & Demos) (2012)
Matthias Bauer, Benjamin Fabian, Matthias Fischmann, Seda F. Gürses
Emerging Markets for RFID Traces CoRR (2006)
Matthias Bauer
Proofs of Zero Knowledge CoRR (2004)
Matthias Bauer
New Covert Channels in HTTP CoRR (2004)
Matthias Bauer
New covert channels in HTTP: adding unwitting Web browsers to anonymity sets. WPES (2003)