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The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation2021 IEEE Transactions on Geoscience and Remote Sensing article Computer Science Advanced Neural Network Applications Open access
Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni, Matej Batič, Léonie Buckley, Aubrey K. Dunne, +6 more
223citations -
TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation2022 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications cited by 1 patent
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more
169citations -
Hyperbolic Image Segmentation2022 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access
Mina Ghadimi Atigh, Julian Schoep, Erman Acar, Nanne van Noord, Pascal Mettes
82citations -
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections2020 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access cited by 2 patents
Theodora Kontogianni, Michael Gygli, Jasper Uijlings, Vittorio Ferrari
62citations -
Applying machine learning to fine classify construction and demolition waste based on deep residual network and knowledge transfer2022 Environment Development and Sustainability article Computer Science Advanced Neural Network Applications Open access
Kunsen Lin, Youcai Zhao, Tingting Zhou, Xiaofeng Gao, Chunbo Zhang, Beijia Huang, +1 more
42citations -
Automated design of error-resilient and hardware-efficient deep neural networks2020 Neural Computing and Applications article Computer Science Advanced Neural Network Applications Open access cited by 2 patents
Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
40citations -
TarViS: A Unified Approach for Target-Based Video Segmentation2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) conference-paper Computer Science Advanced Neural Network Applications cited by 1 patent
Ali Athar, Alexander Hermans, Jonathon Luiten, Deva Ramanan, Bastian Leibe
38citations -
The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition2022 Frontiers in Plant Science article Computer Science Advanced Neural Network Applications Open access
Riccardo de Lutio, John Y. Park, Stefano D’Aronco, Jan Dirk Wegner, Jan J. Wieringa, Melissa Tulig, +11 more
35citations -
4D-StOP: Panoptic Segmentation of 4D LiDAR Using Spatio-Temporal Object Proposal Generation and Aggregation2023 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications
Lars Kreuzberg, Idil Esen Zulfikar, Sabarinath Mahadevan, Francis Engelmann, Bastian Leibe
28citations -
Exploiting Temporal Context for Tiny Object Detection2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) conference-paper Computer Science Advanced Neural Network Applications Open access
Christof W. Corsel, Michel van Lier, Leo Kampmeijer, Nicolas Boehrer, Erwin M. Bakker
27citations