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Christoph Reich
Christoph Reich
ELLIS PhD Student @ TU Munich, TU Darmstadt & University of Oxford
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Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures
T Prangemeier, C Reich, H Koeppl
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020
1052020
Yeast cell segmentation in microstructured environments with deep learning
T Prangemeier, C Wildner, AO Françani, C Reich, H Koeppl
Biosystems 211, 104557, 2022
242022
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning
T Prangemeier, C Wildner, AO Françani, C Reich, H Koeppl
IEEE Conference on Computational Intelligence in Bioinformatics and …, 2020
172020
Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels
AG Gul, O Cetin, C Reich, N Flinner, T Prangemeier, H Koeppl
Medical Imaging 2022: Digital and Computational Pathology 12039, 366-373, 2022
122022
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data
C Reich, T Prangemeier, Ö Cetin, H Koeppl
British Machine Vision Conference (BMVC), 2021
122021
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy
C Reich, T Prangemeier, C Wildner, H Koeppl
Medical Image Computing and Computer Assisted Intervention (MICCAI): 24th …, 2021
11*2021
Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning
M Rohr, C Reich, A Höhl, T Lilienthal, T Dege, F Plesinger, V Bulkova, ...
Physiological Measurement, 2022
72022
Differentiable JPEG: The Devil is in the Details
C Reich, B Debnath, D Patel, S Chakradhar
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024 …, 2024
32024
An Instance Segmentation Dataset of Yeast Cells in Microstructures
C Reich, T Prangemeier, AO Françani, H Koeppl
45th Annual International Conference of the IEEE Engineering in Medicine and …, 2023
22023
Scalable 3D Semantic Segmentation for Gun Detection in CT Scans
M Memmel, C Reich, N Wagner, F Saeedan
arXiv preprint arXiv:2112.03917, 2021
22021
Deep Video Codec Control for Vision Models
C Reich, B Debnath, D Patel, T Prangemeier, D Cremers, S Chakradhar
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops …, 2024
12024
On the Atrial Fibrillation Detection Performance of ECG-DualNet
C Reich, M Rohr, T Kircher, C Hoog Antink
45th Annual International Conference of the IEEE Engineering in Medicine and …, 2023
12023
Analytics-Aware Video Compression For Teleoperated Vehicle Control
B Debnath, C Reich, D Patel, S Chakradhar
US Patent App. 18/439,341, 2024
2024
Analytics-Aware Video Compression Control Using End-to-End Learning
B Debnath, D Patel, S Chakradhar, O Po, C Reich
US Patent App. 18/439,291, 2024
2024
A Perspective on Deep Vision Performance with Standard Image and Video Codecs
C Reich, O Hahn, D Cremers, S Roth, B Debnath
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
2024
Deep Image Codec Control for Vision Models
C Reich
Master Thesis, TU Darmstadt, 2023
2023
Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients
M Rohr, T Schilke, L Willems, C Reich, S Dill, G Güney, CH Antink
50th Computing in Cardiology Conference, 2023
2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures
C Reich, T Prangemeier, H Koeppl
IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 3940 …, 2023
2023
Generation and Simulation of Yeast Microscopy Imagery with Deep Learning
C Reich
Bachelor Thesis, TU Darmstadt, arXiv:2103.11834, 2021
2021
DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos
C Reich, M Memmel, JH Grebe
https://github.com/ChristophReich1996 …, 2020
2020
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