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ORCIDAlexander Sagel
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2020 – today
- 2022
[b1]Alexander Sagel:
Modeling and Analyzing Dynamics of Visual Processes With Representation Learning. Technical University of Munich, Germany, 2022- [i6]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:
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey. CoRR abs/2205.04712 (2022) - 2021
- [c4]Alexander Sagel, Julian Wörmann, Hao Shen:
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces. ICASSP 2021: 3755-3759 - [i5]Alexander Sagel, Julian Wörmann, Hao Shen:
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces. CoRR abs/2102.00841 (2021) - 2020
- [c3]Alexander Sagel, Aline Roumy, Christine Guillemot:
Sub-Dip: Optimization On A Subspace With Deep Image Prior Regularization And Application To Superresolution. ICASSP 2020: 2513-2517 - [c2]Alexander Sagel, Hao Shen:
Dynamic Variational Autoencoders for Visual Process Modeling. ICASSP 2020: 3677-3681 - [i4]Alexander Sagel, Amit Sahu, Stefan Matthes, Holger Pfeifer, Tianming Qiu, Harald Rueß, Hao Shen, Julian Wörmann:
Knowledge as Invariance - History and Perspectives of Knowledge-augmented Machine Learning. CoRR abs/2012.11406 (2020)
2010 – 2019
- 2018
- [j1]Alexander Sagel, Martin Kleinsteuber:
Alignment Distances on Systems of Bags. IEEE Trans. Circuits Syst. Video Technol. 28(10): 2551-2561 (2018) - [i3]Alexander Sagel, Hao Shen:
Linearizing Visual Processes with Convolutional Variational Autoencoders. CoRR abs/1803.07488 (2018) - 2017
- [i2]Alexander Sagel, Martin Kleinsteuber:
Alignment Distances on Systems of Bags. CoRR abs/1706.04388 (2017) - 2015
- [c1]Alexander Sagel, Dominik Meyer, Hao Shen:
Texture Retrieval Using Scattering Coefficients and Probability Product Kernels. LVA/ICA 2015: 506-513 - [i1]Alexander Sagel, Dominik Meyer, Hao Shen:
Texture Retrieval via the Scattering Transform. CoRR abs/1501.02655 (2015)
Coauthor Index
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