Alexander Sagel

12 papers Misc 3Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
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
2022 — —
Modeling and Analyzing Dynamics of Visual Processes With Representation Learning.
Alexander Sagel
2021 Misc conf
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces.
ICASSP
Alexander Sagel, Julian Wörmann, Hao Shen
2021 J jnl
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces.
CoRR
Alexander Sagel, Julian Wörmann, Hao Shen
2020 Misc conf
Dynamic Variational Autoencoders for Visual Process Modeling.
ICASSP
Alexander Sagel, Hao Shen
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
2020 Misc conf
Sub-Dip: Optimization On A Subspace With Deep Image Prior Regularization And Application To Superresolution.
ICASSP
Alexander Sagel, Aline Roumy, Christine Guillemot
2018 J jnl
Alignment Distances on Systems of Bags.
IEEE Trans. Circuits Syst. Video Technol.
Alexander Sagel, Martin Kleinsteuber
2018 J jnl
Linearizing Visual Processes with Convolutional Variational Autoencoders.
CoRR
Alexander Sagel, Hao Shen
2017 J jnl
Alignment Distances on Systems of Bags.
CoRR
Alexander Sagel, Martin Kleinsteuber
2015 — conf
Texture Retrieval Using Scattering Coefficients and Probability Product Kernels.
LVA/ICA
Alexander Sagel, Dominik Meyer, Hao Shen
2015 J jnl
Texture Retrieval via the Scattering Transform.
CoRR
Alexander Sagel, Dominik Meyer, Hao Shen