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Papers matching “deep learning training” 417

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LD-PA: Distilling Univariate Leakage for Deep Learning-Based Profiling Attacks
2024 IEEE Transactions on Information Forensics and Security article Computer Science Cryptographic Implementations and Security

Changcheng Xiao, Ming Tang, Sengim Karayalçın, Wei Cheng

5

citations
Super-resolving Herschel : A deep-learning-based deconvolution and denoising technique
2026 Astronomy and Astrophysics article Computer Science Advanced Image Processing Techniques Open access

Dennis Koopmans, Lingyu Wang, Berta Margalef-Bentabol, Antonio La Marca, M. Béthermin, Laura Bisigello, +6 more

1

citations
Pooled two-cohort MRI body composition phenotyping with open-source deep learning
2026 Communications Medicine article Computer Science Medical Image Segmentation Techniques Open access

Christian J. Mertens, Hartmut Häntze, Sebastian Ziegelmayer, Jakob Nikolas Kather, Daniel Truhn, Su Hwan Kim, +30 more

0

citations
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study (Preprint)
2020 preprint Computer Science AI in cancer detection Open access

Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more

0

citations
A Novel Radio Frequency Fingerprint Identification Method Using Incremental Learning
2022 IEEE Vehicular Technology Conference conference-paper Computer Science Wireless Signal Modulation Classification

Jie Zhou, Yang Peng, Guan Gui, Yun Lin, Bamidele Adebisi, Haris Gacanin, +1 more

21

citations
Multi-Objective Learning for Deformable Image Registration
2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Monika Grewal, Henrike G. Westerveld, Peter A. N. Bosman, Tanja Alderliesten

0

citations
Deep Learning Predicts Survival Across Squamous Tumor Entities From Routine Pathology: Insights From Head and Neck, Esophagus, Lung, and Cervical Cancer
2025 Modern Pathology article Computer Science AI in cancer detection Open access

Verena Bitto, Xiaofeng Jiang, Michael A. Baumann, Jakob Nikolas Kather, Ina Kurth

2

citations
Deep Learning Predicts Survival Across Squamous Tumor Entities From H&E Stains: Insights from Head and Neck, Esophagus, Lung and Cervical Cancer
2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Verena Bitto, Xiaofeng Jiang, Michael A. Baumann, Jakob Nikolas Kather, Ina Kurth

1

citations
Swarm Split Learning: A Fully Distributed Machine Learning System for Energy-Constrained IoT Systems
2024 conference-paper Computer Science Privacy-Preserving Technologies in Data

Ahmad Ayad, Mahdi Barhoush, Anke Schmeink

0

citations
Meta-Learning
2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

Aske Plaat

1

citations
Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training
2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification

Xue Gang Fu, Yang Peng, Yuchao Liu, Yun Lin, Guan Gui, Haris Gacanin, +1 more

125

citations
Machine learning based 3D object detection for navigation in unstructured environments
2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops) conference-paper Computer Science Advanced Neural Network Applications

Gjorgji Nikolovski, Michael Reke, Ingo Elsen, Stefan Schiffer

8

citations
Model-Based Reinforcement Learning
2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics cited by 1 patent

Aske Plaat

2

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 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
Few-shot and meta-learning methods for image understanding: a survey
2023 International Journal of Multimedia Information Retrieval article Computer Science Domain Adaptation and Few-Shot Learning Open access

Kai He, Nan Pu, Mingrui Lao, Michael S. Lew

45

citations
Rethinking Evaluation Paradigms in IBP-based Certified Training
2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Konstantin Kaulen, Hadar Shavit, Holger H. Hoos

0

citations
Improving robustness of jet tagging algorithms with adversarial training: exploring the loss surface
2026 Journal of Physics Conference Series conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

Annika Stein

1

citations
Improving the Communication and Computation Efficiency of Split Learning for IoT Applications
2021 Globecom conference-paper Computer Science Privacy-Preserving Technologies in Data cited by 1 patent

Ahmad Ayad, Melvin Renner, Anke Schmeink

47

citations
Collaborative training of medical artificial intelligence models with non-uniform labels
2023 Scientific Reports article Computer Science Privacy-Preserving Technologies in Data Open access

Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, +3 more

25

citations
Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging
2025 Communications Medicine article Computer Science AI in cancer detection Open access

Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Zunamys Itzell Carrero, Nicholas Roy Payne, Lorena Escudero Sánchez, Paul-Christophe Varoutas, +24 more

19

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
Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores
2025 Journal of Healthcare Informatics Research article Computer Science Machine Learning in Healthcare Open access

Pedro Mateus, Swier J.F. Garst, Jing Yu, Davy Cats, Mahlet Birhanu, Marian Beekman, +15 more

3

citations
Learning to Cooperate with Human Evaluative Feedback and Demonstrations
2022 Frontiers in artificial intelligence and applications book-chapter Computer Science Reinforcement Learning in Robotics Open access

Mehul Verma, Erman Acar

0

citations
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering
2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Internet Traffic Analysis and Secure E-voting cited by 1 patent

Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, +2 more

57

citations