Philipp Grüning

Joined

February 2021

Names

Philipp Grüning (Preferred)

Philipp Gruening

Emails

****@inb.uni-luebeck.de (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Universität zu Lübeck (uni-luebeck.de)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Erhardt Barth

2017 – 2022

Expertise

semantic segmentation

2017 – 2022

convolutional neural networks

2017 – 2022

Publications

Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks
Philipp Gruening, Erhardt Barth
- Published: 02 Nov 2021, Last Modified: 30 Dec 2025
- SVRHM 2021 Poster
- Readers: Everyone
Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning
Philipp Gruening, Falk Nette, Noah Heldt, Ana Cristina Guerra de Souza, Erhardt Barth
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
FP-Nets for Blind Image Quality Assessment
Philipp Grüning, Erhardt Barth
- 2021 (modified: 10 Dec 2021)
- HVEI 2021
- Readers: Everyone
Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning
Philipp Grüning, Falk Nette, Noah Heldt, Ana Cristina Guerra de Souza, Erhardt Barth
- 2021 (modified: 10 Dec 2021)
- MIDL 2021
- Readers: Everyone
A Multi-Organ Nucleus Segmentation Challenge
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen et al. (67 additional authors not shown)
- 2020 (modified: 04 Nov 2022)
- IEEE Trans. Medical Imaging 2020
- Readers: Everyone
Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments
Philipp Grüning, Amir Madany Mamlouk
- 2020 (modified: 10 Dec 2021)
- IJCNN 2020
- Readers: Everyone
Feature Products Yield Efficient Networks
Philipp Grüning, Thomas Martinetz, Erhardt Barth
- 2020 (modified: 10 Dec 2021)
- CoRR 2020
- Readers: Everyone
Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks
Philipp Grüning, Thomas Martinetz, Erhardt Barth
- 2020 (modified: 10 Dec 2021)
- ICANN (2) 2020
- Readers: Everyone
Robust and Markerfree in vitro Axon Segmentation with CNNs
Philipp Grüning, Alex Palumbo, Svenja Kim Landt, Lara Heckmann, Leslie Brackhagen, Marietta Zille, Amir Madany Mamlouk
- 2020 (modified: 10 Dec 2021)
- MobiHealth 2020
- Readers: Everyone

Co-Authors

View all 96 co-authors