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@inproceedings{reich2024jpeg,
 title = {Differentiable {JPEG}: The Devil is in the Details},
 author = {C Reich and B Debnath and D Patel and S Chakradhar},
 booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
 pages = {4126--4135},
 year = {2024},
 titleurl = {reich2024jpeg.png},
 eprint = {2309.06978},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
}

@article{reich2022cell,
 title = {Yeast cell segmentation in microstructured environments with deep learning},
 author = {T Prangemeier and C Wildner and AO. Françani and C Reich and H Koeppl},
 journal = {Biosystems},
 volume = {211},
 pages = {104557},
 year = {2022},
 publisher = {Elsevier},
 titleurl = {reich2022cell.png},
}

@inproceedings{reich2020cellb,
 title = {Attention-Based Transformers for Instance Segmentation of Cells in Microstructures},
 author = {T Prangemeier and C Reich and H Koeppl},
 booktitle = {2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
 pages = {700--707},
 year = {2020},
 eprint = {2011.09763},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
 titleurl = {reich2020cellb.png},
}

@inproceedings{reich2020cella,
 title = {Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning},
 author = {T Prangemeier and C Wildner and AO. Françani and C Reich and H Koeppl},
 booktitle = {2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)},
 pages = {1--8},
 year = {2020},
 eprint = {2011.08062},
 eprinttype = {arXiv},
 eprintclass = {q-bio.QM},
 titleurl = {reich2020cella.png},
}

@inproceedings{reich2022compat,
 title = {Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels},
 author = {AG Gul and O Cetin and C Reich and N Flinner and T Prangemeier and H Koeppl},
 booktitle = {Medical Imaging 2022: Digital and Computational Pathology},
 volume = {12039},
 organization = {International Society for Optics and Photonics},
 publisher = {Proceedings of SPIE},
 pages = {366--373},
 year = {2022},
 eprint = {2210.09021},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
 titleurl = {reich2022compat.png},
}

@article{reich2022ecg,
 title = {Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning},
 author = {M Rohr and C Reich and A Höhl and T Lilienthal and T Dege and F Plesinger and V Bulkova and GD Clifford and MA Reyna and C Hoog Antink},
 journal = {Physiological Measurement},
 volume = {43},
 number = {7},
 pages = {074001},
 year = {2022},
 publisher = {IOP Publishing},
 titleurl = {reich2022ecg.png},
}

@inproceedings{reich2023cella,
 title = {An Instance Segmentation Dataset of Yeast Cells in Microstructures},
 author = {C Reich and T Prangemeier and AO Françani and H Koeppl},
 booktitle = {45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
 pages = {1-4},
 year = {2023},
 titleurl = {reich2023cella.png},
}

@inproceedings{reich2023cellb,
 title = {The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures},
 author = {C Reich and T Prangemeier and H Koeppl},
 booktitle = {IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)},
 pages = {3940--3951},
 year = {2023},
 eprint = {2304.07597},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
 titleurl = {reich2023cellb.png},
}

@inproceedings{reich2023ecg,
 title = {On the Atrial Fibrillation Detection Performance of ECG-DualNet},
 author = {C Reich and M Rohr and T Kircher and C Hoog Antink},
 booktitle = {45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 1-Page Paper, medRxiv},
 year = {2023},
 titleurl = {reich2023ecg.png},
}

@inproceedings{reich2021gan,
 title = {Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy},
 author = {C Reich and T Prangemeier and C Wildner and H Koeppl},
 booktitle = {{International Conference on Medical image computing and computer-assisted intervention (MICCAI)}},
 year = {2021},
 pages = {476--486},
 eprint = {2106.08285},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
 titleurl = {reich2021gan.png},
}

@inproceedings{reich20213dseg,
 title = {OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data},
 author = {C Reich and T Prangemeier and Ö Cetin and H Koeppl},
 booktitle = {British Machine Vision Conference (BMVC)},
 year = {2021},
 eprint = {2110.10640},
 eprinttype = {arXiv},
 eprintclass = {eess.IV},
 titleurl = {reich20213dseg.png},
}

@inproceedings{reich2023eeg,
 title = {Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients},
 author = {M Rohr and T Schilke and L Willems and C Reich and S Dill and G Güney and C Hoog Antink},
 booktitle = {50th Computing in Cardiology Conference (CinC)},
 year = {2023},
 titleurl = {reich2023eeg.png},
}

@inproceedings{reich2023dvcc,
 title = {Deep Video Codec Control},
 author = {C Reich and B Debnath and D Patel and T Prangemeier and D Cremers and S Chakradhar},
 booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), in press},
 year = {2024},
 eprint = {2308.16215},
 eprinttype = {arXiv},
 eprintclass = {eess.IV},
 titleurl = {reich2023dvcc.png},
}

@inproceedings{reich2024coding,
 title = {A Perspective on Deep Vision Performance with Standard Image and Video Codecs},
 author = {C Reich and O Hahn and D Cremers and S Roth and B Debnath},
 booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), in press},
 year = {2024},
 titleurl = {reich2024coding.png},
}