Alexander Sagel

According to our database, Alexander Sagel authored at least 10 papers between 2015 and 2022.

Collaborative distances:

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

2022

Modeling and Analyzing Dynamics of Visual Processes With Representation Learning.

Alexander Sagel

PhD thesis, 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

2021

Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces.

Alexander Sagel, Julian Wörmann, Hao Shen

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Dynamic Variational Autoencoders for Visual Process Modeling.

Alexander Sagel, Hao Shen

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Sub-Dip: Optimization On A Subspace With Deep Image Prior Regularization And Application To Superresolution.

Alexander Sagel, Aline Roumy, Christine Guillemot

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Alignment Distances on Systems of Bags.

Alexander Sagel, Martin Kleinsteuber

IEEE Trans. Circuits Syst. Video Technol., 2018

Linearizing Visual Processes with Convolutional Variational Autoencoders.

Alexander Sagel, Hao Shen

CoRR, 2018

2015

Texture Retrieval via the Scattering Transform.

Alexander Sagel, Dominik Meyer, Hao Shen

CoRR, 2015

Texture Retrieval Using Scattering Coefficients and Probability Product Kernels.

Alexander Sagel, Dominik Meyer, Hao Shen

Proceedings of the Latent Variable Analysis and Signal Separation, 2015