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Papers matching “deep learning classification” 196

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Interpolative Metric Learning for Few-Shot Specific Emitter Identification
2023 IEEE Transactions on Vehicular Technology article Computer Science Wireless Signal Modulation Classification

Cheng Wang, Xue Gang Fu, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari, +1 more

48

citations
Automated machine learning: past, present and future
2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

Mitra Baratchi, Can Wang, Steffen Limmer, Jan N. van Rijn, Holger H. Hoos, Thomas Bäck, +1 more

146

citations
Supervised Contrastive Learning for RFF Identification With Limited Samples
2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification Open access

Yang Peng, Changbo Hou, Yibin Zhang, Yun Lin, Guan Gui, Haris Gacanin, +2 more

70

citations
Digitale Histopathologie
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

Daniel Bug

0

citations
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
2025 Knowledge and Information Systems article Computer Science Machine Learning and Data Classification Open access

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

0

citations
Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network
2022 Globecom conference-paper Computer Science Wireless Signal Modulation Classification

Yu Wang, Heng Dong, Yang Peng, Yun Lin, Guan Gui, Haris Gacanin

17

citations
Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training
2020 conference-paper Computer Science Machine Learning and Data Classification

Philipp Gräbel, Gregor Nickel, Martina Margrit Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara M. Klinkhammer, +3 more

3

citations
Supervised learning for low-resource isolated glyph recognition in palm leaf manuscripts
2025 Pattern Recognition article Computer Science Handwritten Text Recognition Techniques Open access

Erick Paulus, Jean-Christophe Burie, Fons J. Verbeek

1

citations
Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions
2024 Solid Earth article Computer Science Medical Image Segmentation Techniques Open access

Roberto Emanuele Rizzo, Damien Freitas, James Gilgannon, Sohan Seth, Ian B. Butler, Gina McGill, +1 more

4

citations
KAN We Improve on HEP Classification Tasks? Kolmogorov–Arnold Networks Applied to an LHC Physics Example
2025 Computing and Software for Big Science article Computer Science Neural Networks and Applications Open access

J. Erdmann, Florian Mausolf, Jan Lukas Späh

3

citations
Automatic Modulation Classification Method for Multiple Antenna System Based on Convolutional Neural Network
2020 preprint Computer Science Wireless Signal Modulation Classification Open access

Juan Wang, Yu Wang, Wenmei Li, Fumiyuki Adachi, Haris Gacanin

0

citations
Leveraging attention‐based visual clue extraction for image classification
2021 IET Image Processing article Computer Science Advanced Neural Network Applications Open access

Yunbo Cui, Youtian Du, Xue Wang, Hang Wang, Chang Su

2

citations
A novel surrogate-assisted evolutionary algorithm applied to partition-based ensemble learning
2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 2 patents

Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman

13

citations
Teacher-student collaborative knowledge distillation for image classification
2022 Applied Intelligence article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Chuanyun Xu, Wenjian Gao, Tian Li, Nanlan Bai, Gang Li, Yang Zhang

71

citations
Medical Image Segmentation on MRI Images with Missing Modalities: A Review
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen‐Adad, Dorit Merhof

22

citations
Artificial Intelligence in Kidney Transplant Pathology: Current Evidence, Limitations, and Relevance to the Banff Framework
2026 Kidney International Reports review Computer Science AI in cancer detection Open access

Aleksandar Đenić, Dominique van Midden, Peter Boor, Alton B. Farris, Kim Solez

0

citations
Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy
2023 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Maryam Berijanian, Nadine S. Schaadt, Boqiang Huang, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof

10

citations
Comparison between transformers and convolutional models for fine-grained classification of insects
2023 Research portal (Tilburg University) preprint Computer Science Advanced Neural Network Applications Open access

Rita Pucci, Vincent J. Kalkman, Dan Stowell

1

citations
Are LSTMs good few-shot learners?
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

12

citations
Are LSTMs Good Few-Shot Learners?
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

0

citations
Comparative evaluation of CNN and ViT architectures for the petrographic classification of Levantine ceramic micrographs
2026 ACTA IMEKO article Computer Science Image Processing and 3D Reconstruction Open access

Sara Capriotti, Donatella Genovese, Alessio Devoto, Kamal Badreshany, Dennis Braekmans, Silvano Mignardi, +2 more

0

citations
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more

52

citations
The potential of artificial intelligence-based applications in kidney pathology
2022 Current Opinion in Nephrology & Hypertension article Computer Science AI in cancer detection Open access

Roman David Bülow, Peter Boor

24

citations
UISketch: A Large-Scale Dataset of UI Element Sketches
2021 CHI Conference on Human Factors in Computing Systems conference-paper Computer Science Usability and User Interface Design cited by 3 patents

Vinoth Pandian Sermuga Pandian, Sarah Suleri, Prof. Dr. Matthias Jarke

11

citations
Learning From Simplicial Data Based on Random Walks and 1D Convolutions
2024 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Florian Frantzen, Michael T. Schaub

0

citations