Multi-label Classification of Surgical Tools with Convolutional Neural Networks. - Jonas Prellberg; Oliver Kramer 001 (IJCNN, 2018)

Limited Evaluation Evolutionary Optimization of Large Neural Networks. - Jonas Prellberg; Oliver Kramer 001 (KI, 2018)

Lamarckian Evolution of Convolutional Neural Networks. - Jonas Prellberg; Oliver Kramer 001 (PPSN (2), 2018)

Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks. - Jonas Prellberg; Oliver Kramer 001 (CoRR, 2019)

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. - Hassan Al Hajj; Mathieu Lamard; Pierre-Henri Conze; Soumali Roychowdhury; Xiaowei Hu 001; Gabija Marsalkaite; Odysseas Zisimopoulos; Muneer Ahmad Dedmari; Fenqiang Zhao; Jonas Prellberg; Manish Sahu; Adrian Galdran; et al. (Medical Image Anal., 2019)

Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent. - Jonas Prellberg; Oliver Kramer 001 (IJCNN, 2020)

Evolutionary Multi-objective Design of SARS-CoV-2 Protease Inhibitor Candidates. - Tim Cofala; Lars Elend; Philip Mirbach; Jonas Prellberg; Thomas Teusch; Oliver Kramer 001 (PPSN (2), 2020)

Evolving deep neural networks: optimization of weights and architectures. - Jonas Prellberg (2020)

Evolutionary Deep Multi-Task Learning. - Patrick Burke; Jonas Prellberg; Oliver Kramer 001 (ESANN, 2021)