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Papers matching “neural network generalization” 173

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GKAN: Graph Kolmogorov-Arnold Networks
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Mehrdad Kiamari, Mohammad Kiamari, Bhaskar Krishnamachari

25

citations
Transient Chaotic Dimensionality Expansion by Recurrent Networks
2021 Physical Review X article Computer Science Neural Networks and Reservoir Computing Open access

Christian Keup, Tobias Kühn, David Dahmen, Moritz Helias

27

citations
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?
2023 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Embedded Systems Design Techniques Open access

Anouar Nechi, Lukas Groth, Saleh Mulhem, Farhad Merchant, Rainer Buchty, Mladen Bereković

73

citations
Generally Applicable Deep Speech Inpainting Using the Example of Bandwidth Extension
2021 European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Speech and Audio Processing

Lars Thieling, Peter Jax

2

citations
Optimized feature space learning for generating efficient binary codes for image retrieval
2021 Signal Processing Image Communication article Computer Science Advanced Image and Video Retrieval Techniques Open access

Abin Jose, Erik Stefan Ottlik, Christian Rohlfing, Jens-Rainer Ohm

8

citations
Artificial Intelligence Versus Biological Intelligence: A Historical Overview
2022 Information technology and law series/Information technology & law series book-chapter Computer Science Psychiatry, Mental Health, Neuroscience

Roy de Kleijn

4

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
Deep Learning Automated Segmentation for Muscle and Adipose Tissue from Abdominal Computed Tomography in Polytrauma Patients
2021 Sensors article Computer Science Medical Image Segmentation Techniques Open access

Leanne L. G. C. Ackermans, Leroy Volmer, Leonard Wee, Ralph Brecheisen, Patricia Sánchez González, Alexander P. Seiffert, +5 more

53

citations
Learning Fast and Precise Pixel-to-Torque Control: A Platform for Reproducible Research of Learning on Hardware
2022 IEEE Robotics & Automation Magazine article Computer Science Reinforcement Learning in Robotics Open access

Steffen Bleher, Steve Heim, Sebastian Trimpe

1

citations
Bridging chemical structure and genetic similarity: A Bio-QSAR model for cross-species toxicity predictions
2026 Ecotoxicology and Environmental Safety article Computer Science Computational Drug Discovery Methods Open access

Mirko Forastiere, Martina G. Vijver, Leo Posthuma, Marco D. Visser

1

citations
PCAM: proteochemometric assay-aware modeling for robust bioactivity estimation and uncertainty quantification
2026 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Bola Khalil, David Alencar Araripe, Linde Schoenmaker, Natalia Dyubankova, Herman van Vlijmen, Gerard J. P. van Westen

0

citations
TarViS: A Unified Approach for Target-Based Video Segmentation
2023 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

38

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
Hyperbolic Image Segmentation
2022 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

81

citations
Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool
2025 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access

Benno G. Gesierich, Lukas Pirpamer, Dominik Meier, Michael Amann, Minne N. Cerfontaine, Frank‐Erik de Leeuw, +8 more

7

citations
A Novel Artificial-Intelligence-Based Reverberation-Reduction Algorithm for Cochlear Implants Enhances Speech Intelligibility and User Experience
2025 Ear and Hearing article Computer Science Speech and Audio Processing Open access

Nienke Cornelia Langerak, Hendrik Christiaan Stronks, Esther F. van Marrewijk, Jeroen Johannes Briaire, Jean-Marie Lemercier, Timo Gerkmann, +1 more

2

citations
Hyperbolic Image Segmentation
2022 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Mina GhadimiAtigh, Julian Schoep, Erman Acar, Nanne van Noord, Pascal Mettes

0

citations
Improved Generalizability in Medical Computer Vision: Hyperbolic Deep Learning in Multi-Modality Neuroimaging
2024 Journal of Imaging article Computer Science Advanced Neural Network Applications Open access

Cyrus Ayubcha, Sulaiman Sajed, Chady Omara, Anna Baukje Lebouille-Veldman, Shashi B. Singh, Yashas Ullas Lokesha, +4 more

4

citations
AI, citizen science data and expert opinions: towards an improved fossil identification process
2026 PeerJ Computer Science article Computer Science Advanced Neural Network Applications Open access

Isaak Eijkelboom, Laurens Hogeweg, Django Brunink, Menno Jansen, Hansjorg Ahrens, Charlie Schouwenburg, +6 more

0

citations
Understanding transfer learning and gradient-based meta-learning techniques
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent

Mike Huisman, Aske Plaat, Jan N. van Rijn

12

citations
Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

0

citations
The impact of dimensionality on the stability of node embeddings
2026 Applied Network Science article Computer Science Advanced Graph Neural Networks Open access

Tobias Schumacher, Simon Reichelt, Markus Strohmaier

0

citations
Self-adaptive physics-informed quantum machine learning for solving differential equations
2024 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Rasul Abdusalamov, Felix Motzoi

11

citations
Blind Extraction of Equitable Partitions from Graph Signals
2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Advanced Graph Neural Networks Open access

Michael Scholkemper, Michael Schaub

2

citations
Constrained Auto-Regressive Decoding Constrains Generative Retrieval
2025 International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) conference-paper Computer Science Information Retrieval and Search Behavior Open access

Shiguang Wu, Zhaochun Ren, Xin Xin, Jiyuan Yang, Mengqi Zhang, Zhumin Chen, +2 more

3

citations