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MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
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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
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STEm-Seg: Spatio-Temporal Embeddings for Instance Segmentation in Videos2020 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access cited by 5 patents
Ali Athar, Sabarinath Mahadevan, Aljoša Ošep, Laura Leal-Taixé, Bastian Leibe
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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
81citations -
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
73citations -
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 -
Your ViT is Secretly an Image Segmentation Model2025 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
Tommie Kerssies, Niccolò Cavagnero, Alexander Hermans, Narges Norouzi, Giuseppe Averta, Bastian Leibe, +2 more
37citations -
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
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Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection2023 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access
Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulaş Bağcı, +1 more
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Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
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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
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Deep learning-based instance segmentation on 3D laser triangulation data for inline monitoring of particle size distributions in construction and demolition waste recycling26citations
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Reducing the Annotation Effort for Video Object Segmentation Datasets2021 IEEE Winter Conference on Applications of Computer Vision conference-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe
21citations