Jonas Prellberg

14 papers B 3Misc 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2021	B	`conf`	Evolutionary Deep Multi-Task Learning. ESANN Patrick Burke, Jonas Prellberg, Oliver Kramer
2020	J	`jnl`	Evolutionary Multi-Objective Design of SARS-CoV-2 Protease Inhibitor Candidates. CoRR Tim Cofala, Lars Elend, Philip Mirbach, Jonas Prellberg, Thomas Teusch, Oliver Kramer
2020	—	`conf`	Evolutionary Multi-objective Design of SARS-CoV-2 Protease Inhibitor Candidates. PPSN (2) Tim Cofala, Lars Elend, Philip Mirbach, Jonas Prellberg, Thomas Teusch, Oliver Kramer
2020	—	`—`	Evolving deep neural networks: optimization of weights and architectures. Jonas Prellberg
2020	B	`conf`	Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent. IJCNN Jonas Prellberg, Oliver Kramer
2020	J	`jnl`	Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent. CoRR Jonas Prellberg, Oliver Kramer
2019	J	`jnl`	Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks. CoRR Jonas Prellberg, Oliver Kramer
2019	J	`jnl`	CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. Medical Image Anal. 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
2018	—	`conf`	Lamarckian Evolution of Convolutional Neural Networks. PPSN (2) Jonas Prellberg, Oliver Kramer
2018	J	`jnl`	Lamarckian Evolution of Convolutional Neural Networks. CoRR Jonas Prellberg, Oliver Kramer
2018	Misc	`conf`	Limited Evaluation Evolutionary Optimization of Large Neural Networks. KI Jonas Prellberg, Oliver Kramer
2018	J	`jnl`	Limited Evaluation Evolutionary Optimization of Large Neural Networks. CoRR Jonas Prellberg, Oliver Kramer
2018	B	`conf`	Multi-label Classification of Surgical Tools with Convolutional Neural Networks. IJCNN Jonas Prellberg, Oliver Kramer
2018	J	`jnl`	Multi-label Classification of Surgical Tools with Convolutional Neural Networks. CoRR Jonas Prellberg, Oliver Kramer