Stefan Matthes

13 papers A* 1A 1B 1Misc 1Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Provable Subspace Identification of Nonlinear Multi-view CCA. CoRR Zhiwei Han, Stefan Matthes, Hao Shen
2025	J	`jnl`	Mechanistic Independence: A Principle for Identifiable Disentangled Representations. CoRR Stefan Matthes, Zhiwei Han, Hao Shen
2025	J	`jnl`	Physics-Informed Learning of Flow Distribution and Receiver Heat Losses in Parabolic Trough Solar Fields. CoRR Stefan Matthes, Markus Schramm
2025	J	`jnl`	Provable Affine Identifiability of Nonlinear CCA under Latent Distributional Priors. CoRR Zhiwei Han, Stefan Matthes, Hao Shen
2023	B	`conf`	Scene Understanding for Autonomous Driving Using Visual Question Answering. IJCNN Adrien Wantiez, Tianming Qiu, Stefan Matthes, Hao Shen
2023	A*	`conf`	Towards a Unified Framework of Contrastive Learning for Disentangled Representations. NeurIPS Stefan Matthes, Zhiwei Han, Hao Shen
2023	J	`jnl`	Towards a Unified Framework of Contrastive Learning for Disentangled Representations. CoRR Stefan Matthes, Zhiwei Han, Hao Shen
2022	J	`jnl`	Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey. CoRR 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
2020	Misc	`conf`	Draw with Me: Human-in-the-Loop for Image Restoration. KI Thomas Weber, Zhiwei Han, Stefan Matthes, Heinrich Hußmann, Yuanting Liu
2020	A	`conf`	Draw with me: human-in-the-loop for image restoration. IUI Thomas Weber, Heinrich Hußmann, Zhiwei Han, Stefan Matthes, Yuanting Liu
2020	J	`jnl`	Knowledge as Invariance - History and Perspectives of Knowledge-augmented Machine Learning. CoRR Alexander Sagel, Amit Sahu, Stefan Matthes, Holger Pfeifer, Tianming Qiu, Harald Rueß, Hao Shen, Julian Wörmann
2019	J	`jnl`	A Generative Map for Image-based Camera Localization. CoRR Mingpan Guo, Stefan Matthes, Jiaojiao Ye, Hao Shen
2019	J	`jnl`	Interactive Image Restoration. CoRR Zhiwei Han, Thomas Weber, Stefan Matthes, Yuanting Liu, Hao Shen