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Papers matching “network pruning” 21

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Structured Layerwise Pruning via Extended-Interval Activation- and Derivative-Based Significance Measures
2025 conference-paper Computer Science Neural Networks and Reservoir Computing

Mansoor Ahmad, Sher Afghan, Uwe Naumann, Ekkapot Charoenwanit

0

citations
GUPA: Group-Wise Uniform Pruning Accelerator for Depthwise Separable Convolution
2025 conference-paper Engineering Image Processing Techniques and Applications Open access cited by 1 patent

Yi Chen, Malte Wabnitz, Jie Lou, Christian Lanius, Tobias Gemmeke

1

citations
Towards Sobolev Pruning
2024 Platform for Advanced Scientific Computing Conference (PASC) conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

Neil Kichler, Sher Afghan, Uwe Naumann

0

citations
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems
2020 arXiv (Cornell University) preprint Computer Science Numerical Methods and Algorithms Open access

Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar

4

citations
How to Securely Prune Bitcoin's Blockchain
2020 arXiv (Cornell University) preprint Computer Science Blockchain Technology Applications and Security Open access

Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle

2

citations
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture
2020 conference-paper Decision Sciences Stock Market Forecasting Methods Open access

Christopher Brix, Parnia Bahar, Hermann Ney

22

citations
GUPrecision: Group-Wise Uniform Precision Accelerator for Depthwise Separable Convolution using Hardware-Algorithm Co-Design
2026 ACM Great Lakes Symposium on VLSI (GLSVLSI) conference-paper Computer Science Advanced Neural Network Applications Open access

Jie Lou, Malte Wabnitz, Tobias Gemmeke

1

citations
Efficiency and scalability exploration of an application-specific instruction-set processor for deep convolutional neural networks
2020 RWTH Publications (RWTH Aachen) dissertation Neuroscience Brain Tumor Detection and Classification Open access

Andreas Bytyn

0

citations
Optimized Convolutional Neural Networks for Video Intra Prediction
2020 conference-paper Computer Science Video Coding and Compression Technologies

Jonathan Wiesner, Christian Rohlfing

1

citations
Interval Adjoint Significance Analysis for Neural Networks
2020 Lecture notes in computer science conference-paper Computer Science Neural Networks and Applications Open access

Sher Afghan, Uwe Naumann

6

citations
Distributed Unsupervised Learning for Combinatorial User Assignment in mmWave Cell-Free Massive MIMO Using Graph Neural Networks
2026 IEEE Transactions on Wireless Communications article Engineering Millimeter-Wave Propagation and Modeling Open access

Bile Peng, Bihan Guo, Karl-Ludwig Besser, Luca Kunz, Zhengyang Li, Ramprasad Raghunath, +4 more

0

citations
APPLYING PQUANTML TO LARGE ARCHITECTURES: TRANSFORMERS FOR HIGH ENERGY PHYSICS
2026 Zenodo (CERN European Organization for Nuclear Research) report Open access

Dino Cheng, Roope Niemi, M. Pierini

0

citations
APPLYING PQUANTML TO LARGE ARCHITECTURES: TRANSFORMERS FOR HIGH ENERGY PHYSICS
2026 Zenodo (CERN European Organization for Nuclear Research) report Open access

Dino Cheng, Roope Niemi, M. Pierini

0

citations
CoinPrune: Shrinking Bitcoin’s Blockchain Retrospectively
2021 IEEE Transactions on Network and Service Management article Computer Science Blockchain Technology Applications and Security Open access

Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze

28

citations
Going Beyond the Edge: Distributed Inference of Transformer Models on Ultra-Low-Power Wireless Devices
2026 conference-paper Computer Science Advanced Neural Network Applications Open access

Alexander Gräfe, 火丁, Vincent de Bakker, Johannes Berger, Marco Zimmerling, Sebastian Trimpe

0

citations
A Fatal Alliance between Microglia, Inflammasomes, and Central Pain
2020 International Journal of Molecular Sciences article Neuroscience Neuroinflammation and Neurodegeneration Mechanisms Open access

Stefanie Hoffmann, Cordian Beyer

29

citations
Becoming Linguistically Mature: Modeling English and German Children’s Writing Development Across School Grades
2020 conference-paper Computer Science Natural Language Processing Techniques Open access

Elma Kerz, Daniel Wiechmann, Marcus Ströbel

16

citations
Automated Classification of Written Proficiency Levels on the CEFR-Scale through Complexity Contours and RNNs
2021 UvA-DARE (University of Amsterdam) conference-paper Computer Science Natural Language Processing Techniques Open access

Elma Kerz, Daniel Wiechmann, Emma Tseng, Marcus Ströbel

4

citations
Sparse Bayesian learning for label efficiency in cardiac real-time MRI
2025 Statistics and Computing article Medicine Cardiac Imaging and Diagnostics Open access

Anja Bach, Achim Basermann, Darius A. Gerlach, Philipp Knechtges, Jens Tank, Raul F. Tempone, +1 more

0

citations
Generative AI-enhanced road distress identification and quantification under data-scarce and complex environmental conditions
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Infrastructure Maintenance and Monitoring Open access

0

citations
SARAMS: Split-Aware Joint Resource Allocation for Multi-Monostatic Sensing
2026 arXiv (Cornell University) preprint Engineering Indoor and Outdoor Localization Technologies Open access

Maximiliano Rivera Figueroa, Pradyumna Kumar Bishoyi, Marina Petrova

0

citations

21 results