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ORCIDJonas Prellberg
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2020 – today
- 2021
[c6]Patrick Burke, Jonas Prellberg, Oliver Kramer:
Evolutionary Deep Multi-Task Learning. ESANN 2021- 2020
- [b1]Jonas Prellberg:
Evolving deep neural networks: optimization of weights and architectures. University of Oldenburg, Germany, 2020 - [c5]Jonas Prellberg, Oliver Kramer:
Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent. IJCNN 2020: 1-8 - [c4]Tim Cofala, Lars Elend, Philip Mirbach, Jonas Prellberg, Thomas Teusch
, Oliver Kramer:
Evolutionary Multi-objective Design of SARS-CoV-2 Protease Inhibitor Candidates. PPSN (2) 2020: 357-371 - [i6]Jonas Prellberg, Oliver Kramer:
Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent. CoRR abs/2003.10159 (2020) - [i5]Tim Cofala, Lars Elend, Philip Mirbach, Jonas Prellberg, Thomas Teusch, Oliver Kramer:
Evolutionary Multi-Objective Design of SARS-CoV-2 Protease Inhibitor Candidates. CoRR abs/2005.02666 (2020)
2010 – 2019
- 2019
- [j1]Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Soumali Roychowdhury, Xiaowei Hu, Gabija Marsalkaite, Odysseas Zisimopoulos, Muneer Ahmad Dedmari, Fenqiang Zhao, Jonas Prellberg, Manish Sahu, Adrian Galdran, Teresa Araújo, Duc My Vo, Chandan Panda, Navdeep Dahiya, Satoshi Kondo, Zhengbing Bian, Gwenolé Quellec:
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. Medical Image Anal. 52: 24-41 (2019) - [i4]Jonas Prellberg, Oliver Kramer:
Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks. CoRR abs/1906.09020 (2019) - 2018
- [c3]Jonas Prellberg, Oliver Kramer:
Multi-label Classification of Surgical Tools with Convolutional Neural Networks. IJCNN 2018: 1-8 - [c2]Jonas Prellberg, Oliver Kramer:
Limited Evaluation Evolutionary Optimization of Large Neural Networks. KI 2018: 270-283 - [c1]Jonas Prellberg, Oliver Kramer:
Lamarckian Evolution of Convolutional Neural Networks. PPSN (2) 2018: 424-435 - [i3]Jonas Prellberg, Oliver Kramer:
Multi-label Classification of Surgical Tools with Convolutional Neural Networks. CoRR abs/1805.05760 (2018) - [i2]Jonas Prellberg, Oliver Kramer:
Lamarckian Evolution of Convolutional Neural Networks. CoRR abs/1806.08099 (2018) - [i1]Jonas Prellberg, Oliver Kramer:
Limited Evaluation Evolutionary Optimization of Large Neural Networks. CoRR abs/1806.09819 (2018)
Coauthor Index
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