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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
1,037citations -
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 -
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
159citations -
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 -
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 -
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes2022 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
Peishan Cong, Xinge Zhu, Feng Qiao, Yiming Ren, Xidong Peng, Yuenan Hou, +4 more
50citations -
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 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 cited by 1 patent
Ali Athar, Alexander Hermans, Jonathon Luiten, Deva Ramanan, Bastian Leibe
38citations -
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 -
Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications
Timm Linder, Kilian Pfeiffer, Narunas Vaškevičius, Robert F. Schirmer, Kai O. Arras
35citations -
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 -
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
30citations -
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
30citations -
A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Advanced Neural Network Applications
Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, +3 more
29citations -
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