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Parallel Golomb-Rice Decoder with 8-bit Unary Decoding for Weight Compression in TinyML Applications2023 Euromicro Conference on Digital System Design (DSD) conference-paper Computer Science Advanced Data Compression Techniques
Mounika Vaddeboina, Endri Kaja, Alper Yilmayer, Sebastian Siegfried Prebeck, Wolfgang Ecker
2citations -
Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration2021 IEEE Transactions on Parallel and Distributed Systems article Computer Science Parallel Computing and Optimization Techniques Open access
Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels
0citations -
A projection-based data partitioning method for distributed tomographic reconstruction2020 Society for Industrial and Applied Mathematics eBooks conference-paper Computer Science Parallel Computing and Optimization Techniques Open access
Jan‐Willem Buurlage, Rob H. Bisseling, Willem Jan Palenstijn, Kees Joost Batenburg
0citations -
Circular Anchors for the Detection of Hematopoietic Cells Using Retinanet2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Digital Imaging for Blood Diseases cited by 2 patents
Philipp Gräbel, Martina Margrit Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara M. Klinkhammer, Peter Boor, +2 more
12citations -
CAPTURE: Memory-Centric Partitioning for Distributed DNN Training with Hybrid Parallelism2023 IEEE International Conference on High Performance Computing, Data, and Analytics conference-paper Computer Science Parallel Computing and Optimization Techniques Open access
Henk Dreuning, Kees Verstoep, Henri E. Bal, Rob V. van Nieuwpoort
0citations -
Accelerating Deep Learning Inference in Constrained Embedded Devices Using Hardware Loops and a Dot Product Unit2020 IEEE Access article Computer Science Parallel Computing and Optimization Techniques Open access cited by 1 patent
Jure Vreča, Karl J. X. Sturm, Ernest Gungl, Farhad Merchant, Paolo Bientinesi, Rainer Leupers, +1 more
17citations -
Envisaging a global infrastructure to exploit the potential of digitised collections2023 Biodiversity Data Journal article Computer Science Research Data Management Practices Open access
Quentin Groom, Mathias Dillen, Wouter Addink, Arturo H. Ariño, Pierre Bonnet, Lorenzo Cecchi, +29 more
11citations -
Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Isaac Shiri, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, +9 more
53citations