Tobias Uelwer

29 papers A* 2B 2Misc 1Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A survey on self-supervised methods for visual representation learning.
Mach. Learn.
Tobias Uelwer, Jan Robine, Stefan Sylvius Wagner, Marc Höftmann, Eric Upschulte, Sebastian Konietzny, Maike Behrendt, Stefan Harmeling
2025 A* ed.
Proceedings on "I Can't Believe It's Not Better: Challenges in Applied Deep Learning" at ICLR 2025 Workshops, 28 April 2025, Singapore
ICLR
Arno Blaas, Priya D'Costa, Fan Feng, Andreas Kriegler, Ian Mason, Zhaoying Pan, Tobias Uelwer, Jennifer Williams, Yubin Xie, Rui Yang
2025 — conf
Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models.
COLING (Industry)
Tobias Deußer, Max Hahnbück, Tobias Uelwer, Cong Zhao, Christian Bauckhage, Rafet Sifa
2023 J jnl
A Survey on Self-Supervised Representation Learning.
CoRR
Tobias Uelwer, Jan Robine, Stefan Sylvius Wagner, Marc Höftmann, Eric Upschulte, Sebastian Konietzny, Maike Behrendt, Stefan Harmeling
2023 — —
Approaching phase retrieval with deep learning
Tobias Uelwer
2023 J jnl
Learning Conditional Generative Models for Phase Retrieval.
J. Mach. Learn. Res.
Tobias Uelwer, Sebastian Konietzny, Alexander Oberstraß, Stefan Harmeling
2023 J jnl
Limited-Angle Tomography Reconstruction via Deep End-To-End Learning on Synthetic Data.
CoRR
Thomas Germer, Jan Robine, Sebastian Konietzny, Stefan Harmeling, Tobias Uelwer
2023 — ed.
Proceedings on "I Can't Believe It's Not Better: Failure Modes in the Age of Foundation Models" at NeurIPS 2023 Workshops, 16 December 2023, New Orleans, Louisiana, USA.
ICBINB
Javier Antorán, Arno Blaas, Kelly Buchanan, Fan Feng, Vincent Fortuin, Sahra Ghalebikesabi, Andreas Kriegler, Ian Mason, David Rohde, Francisco J. R. Ruiz, Tobias Uelwer, Yubin Xie, Rui Yang
2023 J jnl
Smaller World Models for Reinforcement Learning.
Neural Process. Lett.
Jan Robine, Tobias Uelwer, Stefan Harmeling
2023 A* conf
Transformer-based World Models Are Happy With 100k Interactions.
ICLR
Jan Robine, Marc Höftmann, Tobias Uelwer, Stefan Harmeling
2023 J jnl
Transformer-based World Models Are Happy With 100k Interactions.
CoRR
Jan Robine, Marc Höftmann, Tobias Uelwer, Stefan Harmeling
2022 J jnl
Deblurring Photographs of Characters Using Deep Neural Networks.
CoRR
Thomas Germer, Tobias Uelwer, Stefan Harmeling
2022 J jnl
Optimizing Intermediate Representations of Generative Models for Phase Retrieval.
CoRR
Tobias Uelwer, Sebastian Konietzny, Stefan Harmeling
2022 J jnl
Optimizing Intermediate Representations of Generative Models for Phase Retrieval.
Trans. Mach. Learn. Res.
Tobias Uelwer, Sebastian Konietzny, Stefan Harmeling
2021 J jnl
A Closer Look at Reference Learning for Fourier Phase Retrieval.
CoRR
Tobias Uelwer, Nick Rucks, Stefan Harmeling
2021 Misc conf
Learning to Detect Adversarial Examples Based on Class Scores.
KI
Tobias Uelwer, Felix Michels, Oliver De Candido
2021 J jnl
Learning to Detect Adversarial Examples Based on Class Scores.
CoRR
Tobias Uelwer, Felix Michels, Oliver De Candido
2021 J jnl
Learning to Plan via a Multi-Step Policy Regression Method.
CoRR
Stefan Wagner, Michael Janschek, Tobias Uelwer, Stefan Harmeling
2021 — conf
Learning to Plan via a Multi-step Policy Regression Method.
ICANN (4)
Stefan Wagner, Michael Janschek, Tobias Uelwer, Stefan Harmeling
2021 J jnl
Non-Iterative Phase Retrieval With Cascaded Neural Networks.
CoRR
Tobias Uelwer, Tobias Hoffmann, Stefan Harmeling
2021 — conf
Non-iterative Phase Retrieval with Cascaded Neural Networks.
ICANN (2)
Tobias Uelwer, Tobias Hoffmann, Stefan Harmeling
2020 J jnl
Discrete Latent Space World Models for Reinforcement Learning.
CoRR
Jan Robine, Tobias Uelwer, Stefan Harmeling
2020 B conf
Fast Multi-Level Foreground Estimation.
ICPR
Thomas Germer, Tobias Uelwer, Stefan Conrad, Stefan Harmeling
2020 J jnl
Fast Multi-Level Foreground Estimation.
CoRR
Thomas Germer, Tobias Uelwer, Stefan Conrad, Stefan Harmeling
2020 B conf
Phase Retrieval Using Conditional Generative Adversarial Networks.
ICPR
Tobias Uelwer, Alexander Oberstraß, Stefan Harmeling
2020 J jnl
PyMatting: A Python Library for Alpha Matting.
CoRR
Thomas Germer, Tobias Uelwer, Stefan Conrad, Stefan Harmeling
2020 J jnl
PyMatting: A Python Library for Alpha Matting.
J. Open Source Softw.
Thomas Germer, Tobias Uelwer, Stefan Conrad, Stefan Harmeling
2019 J jnl
On the Vulnerability of Capsule Networks to Adversarial Attacks.
CoRR
Felix Michels, Tobias Uelwer, Eric Upschulte, Stefan Harmeling
2019 J jnl
Phase Retrieval using Conditional Generative Adversarial Networks.
CoRR
Tobias Uelwer, Alexander Oberstraß, Stefan Harmeling