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Papers matching “scalable learning” 129

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Structure-exploiting uncertainty quantification and control : Bayesian inference and Itô SDE methods from MRI segmentation to autonomous sensing
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Medical Image Segmentation Techniques Open access

Felix Terhag

0

citations
A multi-interface platform for teaching sensor systems using Unity, web, and ROS interfaces
2026 conference-paper Computer Science Educational Robotics and Engineering Open access

A. Baraka, L. Manassés Pinheiro de Souza, A. Göppert, R. Schmitt

0

citations
Improving the efficiency of GP-GOMEA for higher-arity operators
2024 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Thalea Schlender, Mafalda Malafaia, Tanja Alderliesten, Peter A. N. Bosman

0

citations
Predicting clinical endpoints and visual changes with quality-weighted tissue-based renal histological features
2024 Frontiers in Transplantation article Computer Science AI in cancer detection Open access

Ka Ho Tam, Maria Fernanda Soares, Jesper Kers, Edward J. Sharples, Rutger J. Ploeg, Maria E. Kaisar, +1 more

0

citations
Unitary fault-tolerant encoding of Pauli states in surface codes
2026 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

Luis Colmenárez, Remmy A. M. Zen, Jan Ollé, Florian Marquardt, Markus Michael Müller

0

citations
An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome
2021 conference-paper Computer Science Machine Learning in Healthcare

Chadi Barakat, Sebastian Johannes Fritsch, Morris Riedel, Sigurður Brynjólfsson

7

citations
MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day
2025 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access

Donghang Lyu, Ruochen Gao, Marius Staring

7

citations
A Systematic Review of Formal Verification Models for Safety of Autonomous AI Agents: Methods, Architectures, and Future Research Directions
2025 International Journal on Advanced Computer Theory and Engineering review Computer Science Formal Methods in Verification Open access

A. G. Lewis, B. Horváth, R. Costa

0

citations
Synthesis and analysis of neural-network-based control in cyber-physical systems
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Formal Methods in Verification Open access

László Antal

0

citations
Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things
2021 IEEE Internet of Things Journal editorial Computer Science Internet of Things and AI Open access

Wei Yu, Wei Zhao, Anke Schmeink, Houbing Herbert Song, Guido Dartmann

4

citations
Breaking the Scalability Barrier of Content Addressable Memories: A Probabilistic Alternative for Large-Key Associative Search
2026 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Network Packet Processing and Optimization Open access

Arish Sateesan, Jo Vliegen, Nele Mentens

0

citations
Mapping Similarity Spaces across Embedding Models with Synthetic Query Probing
2026 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Marcin Rozmus, Peter van der Putten

0

citations
Enhancing professional communication training in higher education through artificial intelligence(AI)-integrated exercises: study protocol for a randomised controlled trial
2025 BMC Medical Education article Computer Science Artificial Intelligence in Education Open access

Gunther Meinlschmidt, Sara Koc, Emma Boerner, Marion Tegethoff, Thomas Simacek, Michael Schneider

15

citations
Tutorial: Full System Simulation with SystemC TLM-2.0 and the Arm Fast Models
2025 IEEE International Conference on Software Architecture Companion (ICSA-C) conference-abstract Computer Science Embedded Systems Design Techniques

Lukas Jünger, Jasmin Jahić, Nils Bosbach

1

citations
Building Responsible and Sustainable Open Data Literacy Skills for Early Career Researchers: A Decade of the SoRDS Programme
2026 Data Science Journal article Computer Science Research Data Management Practices Open access

Shaily Gandhi, Stephen Diggs, Marcela Alfaro‐Córdoba, Louise M. Bezuidenhout, Raphael Cobe, Sara El Jadid, +6 more

0

citations
Mixed-Precision GPU Acceleration of RTE-RRTMGP-CPP: Towards Radiative Transfer Simulations on Exascale Supercomputers
2026 Procedia Computer Science conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

Stijn Heldens, Alessio Sclocco, Gijs van den Oord, Ben van Werkhoven, Chiel van Heerwaarden, Erwan Raffin, +1 more

0

citations
Your ViT is Secretly an Image Segmentation Model
2025 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

42

citations
Probabilistic Graph Rewiring via Virtual Nodes
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Chendi Qian, Andrei Manolache, Mathias Niepert

1

citations
Emerging FAIR Ecosystem(s): A Practical Perspective
2022 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

Erik Schultes, Arofan Gregory, Barbara Magagna

1

citations
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?
2024 arXiv (Cornell University) preprint Computer Science Text and Document Classification Technologies Open access

Seyed Amin Tabatabaei, Sarah Fancher, Arian Askari

1

citations
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems
2026 JuSER Publikationsportal article Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven

0

citations
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems
2026 conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven

0

citations
Model Editing for New Document Integration in Generative Information Retrieval
2026 arXiv (Cornell University) preprint Computer Science Information Retrieval and Search Behavior Open access

Zhen Zhang (86004), Zihan Wang, Xinyu Ma, Shuaiqiang Wang, Dawei Yin, Xin Xin, +3 more

0

citations
Revisiting Incremental Skip-gram for Dynamic Network Embedding
2026 conference-paper Computer Science Advanced Graph Neural Networks Open access

Akrati Saxena, Ella Has

0

citations
Model Editing for New Document Integration in Generative Information Retrieval
2026 arXiv (Cornell University) preprint Computer Science Information Retrieval and Search Behavior Open access

Zhen Zhang (86004), Zihan Wang, Xinyu Ma, Shuaiqiang Wang, Dawei Yin, Xin Xin, +3 more

0

citations