Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Kalb, Tobias"'
Autor:
Kalb, Tobias, Beyerer, Jürgen
Deep neural networks for scene perception in automated vehicles achieve excellent results for the domains they were trained on. However, in real-world conditions, the domain of operation and its underlying data distribution are subject to change. Adv
Externí odkaz:
http://arxiv.org/abs/2303.14115
Research in the field of Continual Semantic Segmentation is mainly investigating novel learning algorithms to overcome catastrophic forgetting of neural networks. Most recent publications have focused on improving learning algorithms without distingu
Externí odkaz:
http://arxiv.org/abs/2302.10718
Continual learning for Semantic Segmentation (CSS) is a rapidly emerging field, in which the capabilities of the segmentation model are incrementally improved by learning new classes or new domains. A central challenge in Continual Learning is overco
Externí odkaz:
http://arxiv.org/abs/2209.09839
Publikováno v:
2021 IEEE Intelligent Vehicles Symposium (IV), 2021, pp. 1345-1351
The field of continual deep learning is an emerging field and a lot of progress has been made. However, concurrently most of the approaches are only tested on the task of image classification, which is not relevant in the field of intelligent vehicle
Externí odkaz:
http://arxiv.org/abs/2209.08023
Autor:
Kalb, Tobias, Beyerer, Jürgen
Class-incremental learning for semantic segmentation (CiSS) is presently a highly researched field which aims at updating a semantic segmentation model by sequentially learning new semantic classes. A major challenge in CiSS is overcoming the effects
Externí odkaz:
http://arxiv.org/abs/2209.08010
Human pose estimation has recently made significant progress with the adoption of deep convolutional neural networks. Its many applications have attracted tremendous interest in recent years. However, many practical applications require pose estimati
Externí odkaz:
http://arxiv.org/abs/1907.06922
Autor:
Müller-Bonanni, Thomas, Kalb, Tobias
Publikováno v:
Aktiengesellschaft; Aug2024, Vol. 69 Issue 16, p581-586, 6p
Autor:
Stoychev, Ivan, Wehner, Philipp, Rettkowski, Jens, Kalb, Tobias, Wichert, Patrick, Göhringer, Diana, Oehm, Jürgen
Publikováno v:
In Microprocessors and Microsystems February 2018 56:134-143
Autor:
Ruf, Boitumelo, Muddukrishna, Ananya, Göhringer, Diana, Schuchert, Tobias, Ehrenstråhle, Carl, Paolillo, Antonio, Marty, Fabien, Christensen, Flemming, Tchouchenkov, Igor, Bernard, Guillaume, Kalms, Lester, Pons, Carlota, Kjeldsberg, Per Gunnar, Rodriguez, Ben, Jahre, Magnus, Duhem, Francois, Peterson, Magnus, Millet, Philippe, Kalb, Tobias, Lemer, Christian
Externí odkaz:
http://hdl.handle.net/11250/2432892
Akademický článek
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