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How Does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding0citations
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Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Multimodal Machine Learning Applications
Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Anton Müller‐Franzes, Carolina Ramirez, Madeline Hess, +3 more
0citations -
An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease2023 Lecture notes in computer science conference-paper Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more
7citations -
Estimating the Sample Size Required to Minimize Model Uncertainty Across Different Risk Profiles2026 ACM Conference on Fairness, Accountability, and Transparency (FAccT) conference-paper Mathematics Statistical Methods in Epidemiology Open access
Fleur Vereijken, Jenna Reps, Egill Axfjord Fridgeirsson, Toby Hackmann, Ewout Willem Steyerberg, Peter R. Rijnbeek, +1 more
0citations -
A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Topic Modeling Open access
Emil Rijcken, Floortje E. Scheepers, Pablo J. Mosteiro, Kalliopi Zervanou, Marco René Spruit, Uzay Kaymak
20citations -
A Model-Driven Generative Self Play-Based Toolchain for Developing Games and Players2022 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE) conference-paper Computer Science Artificial Intelligence in Games
Evgeny Kusmenko, Maximilian Münker, Matthias Nadenau, Bernhard Rumpe⋆
2citations -
Approach to Generate a Simple Semantic Data Model from 2D Bridge Plans using AI-based Text Recognition2023 European Safety and Reliability Conference (ESREL) conference-paper Engineering BIM and Construction Integration Open access
Peter Gölzhäuser, Mengyan Peng, Jan‐Iwo Jäkel, Katharina Klemt‐Albert, Steffen Marx
3citations -
Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models2021 Interspeech (USB) conference-paper Computer Science Speech Recognition and Synthesis Open access cited by 1 patent
Mohammad Zeineldeen, Aleksandr Glushko, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
38citations -
Model-Guided Local Bayesian Optimization for Tuning of Interpretable Controllers in Injection Molding2026 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Injection Molding Process and Properties Open access
Jens Ahlers, Robert Göllinger, Xu Chen, Heike Vallery, Sebastian Stemmler
0citations -
Eurasian Loess Landscapes in a Three‑Eco‑zone Framework: Conceptual Model and Regional Illustrations2026 National Geoinformation Center conference-paper Earth and Planetary Sciences Aeolian processes and effects Open access
F. Lehmkuhl, Christian Zeeden, Z. Jary, D. Veres, Shiling Yang, P. Schulte, +1 more
0citations -
Percolate: An Exponential Family JIVE Model to Design DNA-Based Predictors of Drug Response2023 Lecture notes in computer science conference-paper Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Soufiane M. C. Mourragui, Marco Loog, Mirrelijn M. van Nee, Mark A. van de Wiel, Marcel J. T. Reinders, Lodewyk F.A. Wessels
2citations -
A Step towards Interpretable Multimodal AI Models with MultiFIX2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Mafalda Malafaia, Thalea Schlender, Tanja Alderliesten, Peter A. N. Bosman
0citations -
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more
3citations -
Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning2023 ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman
0citations