Jonas Prellberg

According to our database, Jonas Prellberg authored at least 9 papers between 2018 and 2021.

Collaborative distances:

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

2021

Evolutionary Deep Multi-Task Learning.

Patrick Burke, Jonas Prellberg, Oliver Kramer

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020

Evolving deep neural networks: optimization of weights and architectures.

Jonas Prellberg

PhD thesis, 2020

Evolutionary Multi-objective Design of SARS-CoV-2 Protease Inhibitor Candidates.

Tim Cofala, Lars Elend, Philip Mirbach, Jonas Prellberg, Thomas Teusch, Oliver Kramer

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent.

Jonas Prellberg, Oliver Kramer

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery.

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

Medical Image Anal., 2019

Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks.

Jonas Prellberg, Oliver Kramer

CoRR, 2019

2018

Lamarckian Evolution of Convolutional Neural Networks.

Jonas Prellberg, Oliver Kramer

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Limited Evaluation Evolutionary Optimization of Large Neural Networks.

Jonas Prellberg, Oliver Kramer

Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

Multi-label Classification of Surgical Tools with Convolutional Neural Networks.

Jonas Prellberg, Oliver Kramer

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018