Stefan Matthes

According to our database, Stefan Matthes authored at least 11 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Provable Subspace Identification of Nonlinear Multi-view CCA.

Zhiwei Han, Stefan Matthes, Hao Shen

CoRR, February, 2026

2025

Physics-Informed Learning of Flow Distribution and Receiver Heat Losses in Parabolic Trough Solar Fields.

Stefan Matthes, Markus Schramm

CoRR, December, 2025

Provable Affine Identifiability of Nonlinear CCA under Latent Distributional Priors.

Zhiwei Han, Stefan Matthes, Hao Shen

CoRR, October, 2025

Mechanistic Independence: A Principle for Identifiable Disentangled Representations.

Stefan Matthes, Zhiwei Han, Hao Shen

CoRR, September, 2025

2023

Towards a Unified Framework of Contrastive Learning for Disentangled Representations.

Stefan Matthes, Zhiwei Han, Hao Shen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Scene Understanding for Autonomous Driving Using Visual Question Answering.

Adrien Wantiez, Tianming Qiu, Stefan Matthes, Hao Shen

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey.

Julian Wörmann, Daniel Bogdoll, Etienne Bührle, Han Chen, Evaristus Fuh Chuo, Kostadin Cvejoski, Ludger van Elst, Tobias Gleißner, Philip Gottschall, Stefan Griesche, Christian Hellert, Christian Hesels, Sebastian Houben, Tim Joseph, Niklas Keil, Johann Kelsch, Hendrik Königshof, Erwin Kraft, Leonie Kreuser, Kevin Krone, Tobias Latka, Denny Mattern, Stefan Matthes, Mohsin Munir, Moritz Nekolla, Adrian Paschke, Maximilian Alexander Pintz, Tianming Qiu, Faraz Qureishi, Syed Tahseen Raza Rizvi, Jörg Reichardt, Laura von Rüden, Stefan Rudolph, Alexander Sagel, Gerhard Schunk, Hao Shen, Hendrik Stapelbroek, Vera Stehr, Gurucharan Srinivas, Anh Tuan Tran, Abhishek Vivekanandan, Ya Wang, Florian Wasserrab, Tino Werner, Christian Wirth, Stefan Zwicklbauer

CoRR, 2022

2020

Knowledge as Invariance - History and Perspectives of Knowledge-augmented Machine Learning.

Alexander Sagel, Amit Sahu, Stefan Matthes, Holger Pfeifer, Tianming Qiu, Harald Rueß, Hao Shen, Julian Wörmann

CoRR, 2020

Draw with me: human-in-the-loop for image restoration.

Thomas Weber, Heinrich Hußmann, Zhiwei Han, Stefan Matthes, Yuanting Liu

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

2019

Interactive Image Restoration.

Zhiwei Han, Thomas Weber, Stefan Matthes, Yuanting Liu, Hao Shen

CoRR, 2019

A Generative Map for Image-based Camera Localization.

Mingpan Guo, Stefan Matthes, Jiaojiao Ye, Hao Shen

CoRR, 2019