Fabian Schmidt

36 papers A 1B 2C 4Misc 1Journal 16Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LAD-Drive: Bridging Language and Trajectory with Action-Aware Diffusion Transformers. CoRR Fabian Schmidt, Karol Fedurko, Markus Enzweiler, Abhinav Valada
2025	J	`jnl`	A Systematic Literature Review on Detecting Software Vulnerabilities with Large Language Models. CoRR Sabrina Kaniewski, Fabian Schmidt, Markus Enzweiler, Michael Menth, Tobias Heer
2025	J	`jnl`	CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills. CoRR Fabian Schmidt, Karin Hammerfald, Henrik Haaland Jahren, Vladimir Vlassov
2025	J	`jnl`	Enhancing LLM-based Autonomous Driving with Modular Traffic Light and Sign Recognition. CoRR Fabian Schmidt, Noushiq Mohammed Kayilan Abdul Nazar, Markus Enzweiler, Abhinav Valada
2025	J	`jnl`	GraphPilot: Grounded Scene Graph Conditioning for Language-Based Autonomous Driving. CoRR Fabian Schmidt, Markus Enzweiler, Abhinav Valada
2025	J	`jnl`	Leveraging Machine Learning Models to Predict the Outcome of Digital Medical Triage Interviews. CoRR Sofia Krylova, Fabian Schmidt, Vladimir Vlassov
2025	J	`jnl`	Probabilistic Textual Time Series Depression Detection. CoRR Fabian Schmidt, Seyedehmoniba Ravan, Vladimir Vlassov
2025	J	`jnl`	PyRASA - Spectral parametrization in python based on IRASA. J. Open Source Softw. Fabian Schmidt, Nathan Weisz, Thomas Hartmann
2025	J	`jnl`	ROVER: A Multiseason Dataset for Visual SLAM. IEEE Trans. Robotics Fabian Schmidt, Julian Daubermann, Marcel Mitschke, Constantin Blessing, Stephan Meyer, Markus Enzweiler, Abhinav Valada
2025	J	`jnl`	Visual-Inertial SLAM for Unstructured Outdoor Environments: Benchmarking the Benefits and Computational Costs of Loop Closing. J. Field Robotics Fabian Schmidt, Constantin Blessing, Markus Enzweiler, Abhinav Valada
2024	—	`conf`	A Scalable System Architecture for Composition and Deployment of Machine Learning Models in Cognitive Behavioral Therapy. ICDH Fabian Schmidt, Maximilian Georg Kurzawski, Karin Hammerfald, Henrik Haaland Jahren, Ole André Solbakken, Vladimir Vlassov
2024	C	`conf`	Leveraging Machine Learning Models to Predict the Outcome of Digital Medical Triage Interviews. ICMLA Sofia Krylova, Fabian Schmidt, Vladimir Vlassov
2024	B	`conf`	Multimodal survival prediction using TabTransformer and BioClinicalBERT on MIMIC-III. IEEE Big Data Beatrice Insalata, Fabian Schmidt, Vladimir Vlassov
2024	J	`jnl`	NeRF and Gaussian Splatting SLAM in the Wild. CoRR Fabian Schmidt, Markus Enzweiler, Abhinav Valada
2024	—	`conf`	Parameterized Cortical Power Spectra as a Novel Neural Feature for Real Time BCI. BCI Payam S. Shabestari, Tobias Kleinjung, Fabian Schmidt, Patrick Neff
2024	J	`jnl`	ROVER: A Multi-Season Dataset for Visual SLAM. CoRR Fabian Schmidt, Constantin Blessing, Markus Enzweiler, Abhinav Valada
2024	B	`conf`	Single-pass Hierarchical Text Classification with Large Language Models. IEEE Big Data Fabian Schmidt, Karin Hammerfald, Henrik Haaland Jahren, Amir Hossein Payberah, Vladimir Vlassov
2024	J	`jnl`	Visual-Inertial SLAM for Agricultural Robotics: Benchmarking the Benefits and Computational Costs of Loop Closing. CoRR Fabian Schmidt, Constantin Blessing, Markus Enzweiler, Abhinav Valada
2024	J	`jnl`	Vulnerability Handling of AI-Generated Code - Existing Solutions and Open Challenges. CoRR Sabrina Kaniewski, Dieter Holstein, Fabian Schmidt, Tobias Heer
2023	A	`conf`	Exploiting Spatio-Temporal Human-Object Relations Using Graph Neural Networks for Human Action Recognition and 3D Motion Forecasting. IROS Dimitrios Lagamtzis, Fabian Schmidt, Jan R. Seyler, Thao Dang, Steffen Schober
2023	J	`jnl`	Speech intelligibility changes the temporal evolution of neural speech tracking. NeuroImage Ya-Ping Chen, Fabian Schmidt, Anne Keitel, Sebastian Rösch, Anne Hauswald, Nathan Weisz
2023	—	`conf`	Using Machine Learning to Recommend Personalized Modular Treatments for Common Mental Health Disorders. ICDH Fabian Schmidt, Karin Hammerfald, Henrik Haaland Jahren, Ole André Solbakken, Amir Hossein Payberah, Vladimir Vlassov
2022	—	`conf`	CoAx: Collaborative Action Dataset for Human Motion Forecasting in an Industrial Workspace. ICAART (3) Dimitrios Lagamtzis, Fabian Schmidt, Jan R. Seyler, Thao Dang
2020	J	`jnl`	A backward encoding approach to recover subcortical auditory activity. NeuroImage Fabian Schmidt, Gianpaolo Demarchi, Florian Geyer, Nathan Weisz
2020	—	`conf`	Mixed Methods Approach: Reconstructing Local Identities in Context of Local Referenda. SNAMS André Schmale, Volker Mittendorf, Fabian Schmidt
2016	—	`conf`	Decomposable Graphical Models on Learning, Fusion and Revision. WCSC Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2016	—	`conf`	Detecting Inconsistencies in Revision Problems. SMPS Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2016	—	`conf`	Towards the Shop Floor App Ecosystem: Using the Semantic Web for Gluing Together Apps into Mashups. WoT Andrei Miclaus, Wolfgang Clauss, Eugen Schwert, Martin Alexander Neumann, Ferdinand Mütsch, Till Riedel, Fabian Schmidt, Michael Beigl
2015	—	`conf`	Handling Revision Inconsistencies: Creating Useful Explanations. HICSS Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2015	C	`conf`	Handling Revision Inconsistencies: Towards Better Explanations. ECSQARU Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2013	—	`conf`	Developing a Cloud Computing Based Approach for Forensic Analysis Using OCR. IMF Matthias Trojahn, Lei Pan, Fabian Schmidt
2013	Misc	`conf`	Handling Inconsistencies in the Revision of Probability Distributions. HAIS Fabian Schmidt, Jan Wendler, Jörg Gebhardt, Rudolf Kruse
2013	C	`conf`	Valory: Simultaneous control of avatar and environment in a platform game. FDG Rene Ksuz, Magdalena Soukup, Gerald Hauzenberger, Thomas Peintner, Fabian Schmidt
2012	—	`conf`	Visualising Temporal Item Sets: Guided Drill-Down with Hierarchical Attributes. SMPS Fabian Schmidt, Martin Spott
2003	—	`conf`	Linguistic Knowledge Services - Developing Web Services in Language Technology. IICS Fabian Schmidt, Christian Wolff
2002	C	`conf`	Concept Extractor - Ein flexibler und domänenspezifischer Web Service zur Beschlagwortung von Texten. ISI Lukas Faulstich, Uwe Quasthoff, Fabian Schmidt, Christian Wolff