Fraunhofer Institute for Cognitive Systems IKS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | A Survey of Deep Learning-Based 3D Object Detection Methods for Autonomous Driving Across Different Sensor Modalities Valverde, Miguel; Moutinho, Alexandra; Zacchi, Joao-Vitor |
Review |
| 2025 | A View on Vulnerabilites: The Security Challenges of XAI Pachl, Elisabeth; Langer, Fabian; Markert, Thora; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | AI in Healthcare. Clinical Prediction and Decision Support Labiak, Agata; Karg, Johannes Simon; Hagiwara, Yuki; Fitch, Katherine |
Aufsatz in Buch Book Article |
| 2025 | Application of Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013-2024) Vicnesh, Jahmunah; Salvi, Massimo; Hagiwara, Yuki; Hah, Yan Yee; Mir, Hasan; Barua, Prabal Datta; Chakraborty, Subrata; Molinari, Filippo; Acharya, Rajendra U. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Application-Driven Benchmarking of the Traveling Salesperson Problem: a Quantum Hardware Deep-Dive Bentellis, Amine; Poggel, Benedikt; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Applications of quantum computing & how to connect them to the HPC software stack Lorenz, Jeanette Miriam |
Vortrag Presentation |
| 2025 | Applying Concept-Based Models for Enhanced Safety Argumentation - Summary Costa de Araujo, João Paulo; Balu, Balahari; Reichmann, Eik; Kelly, Jessica; Kugele, Stefan; Mata, Núria; Grunske, Lars |
Konferenzbeitrag Conference Paper |
| 2025 | Benchmarking Quantum Reinforcement Learning Kruse, Georg; Coelho, Rodrigo; Roßkopf, Andreas; Wille, Robert; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Bridging the economic safety gap: Leveraging Generative AI for Safe Automation Beck, René; Kreutz, Andreas; Drabek, Christian; Butsch, Florian |
Konferenzbeitrag Conference Paper |
| 2025 | CleanQRL: Lightweight Single-File Implementations of Quantum Reinforcement Learning Algorithms Kruse, Georg; Coelho, Rodrigo; Roßkopf, Andreas; Wille, Robert; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Comparing Performance of Variational Quantum Algorithm Simulations on HPC Systems Pascale, Marco de; Bauer, Tobias Valentin; Gambo, Yaknan John; Hernández Vera, Mario; Huber, Stefan; Mete, Burak; Jamadagni, Amit; Bentellis, Amine; Oliv, Marita; Iapichino, Luigi; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Comprehensive Analysis of Neural Network Inference on Embedded Systems: Response Time, Calibration, and Model Optimisation Huber, Patrick; Göhner, Ulrich; Trapp, Mario; Zender, Jonathan; Lichtenberg, Rabea |
Zeitschriftenaufsatz Journal Article |
| 2025 | Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning Winderl, David; Franco, Nicola; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Continuous Quantum Reinforcement Learning for Robot Navigation Dragan, Theodora-Augustina; Künzner, Alexander; Wille, Robert; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Enabling Quantum Applications: The QuaST Decision Tree Poggel, Benedikt; Kruse, Georg; Tokuhiro, Lena; Lorenz, Jeanette Miriam |
Poster |
| 2025 | Ensuring Trustworthiness of AI-Enhanced Embedded Systems Scholz, Daniel; Schäfer, Jürgen; Zafar, Shanza Ali; Mata, Núria |
Paper |
| 2025 | Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings Kleist, Henrik von; Zamanian, Alireza; Shpitser, Ilya; Ahmidi, Narges |
Zeitschriftenaufsatz Journal Article |
| 2025 | Exploring the Impact of Large Language Models on Safety-Critical Processes Zafar, Shanza Ali; Carella, Francesco; Mata, Núria |
Konferenzbeitrag Conference Paper |
| 2025 | Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects Using Prototypes Sinhamahapatra, Poulami; Schwaiger, Franziska; Bose, Shirsha; Wang, Huiyu; Roscher, Karsten; Günnemann, Stephan |
Konferenzbeitrag Conference Paper |
| 2025 | How applications can guide developments in quantum computing Lorenz, Jeanette Miriam |
Vortrag Presentation |
| 2025 | Hybrid Quantum-Classical Benchmarking - Assessing workflows that combine quantum and classical computation Lorenz, Jeanette Miriam |
Vortrag Presentation |
| 2025 | Integrating Defeaters into Subjective Logic-Based Quantitative Assurance Arguments Herd, Benjamin; Kelly, Jessica; Zacchi, Joao-Vitor; Heinemann, Clarissa; Diemert, Simon |
Konferenzbeitrag Conference Paper |
| 2025 | Is data-efficient learning feasible with quantum models? Sakhnenko, Alona; Mendl, Christian B.; Lorenz, Jeanette Miriam |
Poster |
| 2025 | Leveraging Existing Road-Vehicle Standards to Address EU AI Act Compliance Zafar, Shanza Ali; Kelly, Jessica; Heidemann, Lena; Mata, Núria |
Konferenzbeitrag Conference Paper |
| 2025 | LipShiFT: A Certifiably Robust Shift-based Vision Transformer Menon, Rohan; Franco, Nicola; Günnemann, Stephan |
Konferenzbeitrag nicht im Tagungsband Conference Paper not in Proceedings |
| 2025 | Mind the Economic Safety Gap Kreutz, Andreas; Drabek, Christian; Beck, René |
Konferenzbeitrag Conference Paper |
| 2025 | Modeling Safe Adaptation Spaces for Self-Adaptive Systems Using Contextual Safety Concept Trees Kreutz, Andreas; Weiß, Gereon; Trapp, Mario |
Konferenzbeitrag Conference Paper |
| 2025 | Opportunities and challenges of quantum computing for climate modeling Schwabe, Mierk; Pastori, Lorenzo; Vega, Inés de; Gentine, Pierre; Iapichino, Luigi; Lahtinen, Valtteri; Leib, Martin; Lorenz, Jeanette Miriam; Eyring, Veronika |
Zeitschriftenaufsatz Journal Article |
| 2025 | Optimizing Experimental Design for Causal Effect Estimation with Partial Measurements Mareis, Leopold |
Konferenzbeitrag Conference Paper |
| 2025 | Quantum computing in medical physics Lorenz, Jeanette Miriam |
Vortrag Presentation |
| 2025 | Quantum Multi-Agent Reinforcement Learning for Aerial Ad-Hoc Networks Dragan, Theodora-Augustina; Tandon, Akshat; Haider, Tom; Strobel, Carsten; Krauser, Jasper Simon; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Safety-Counter-Player: Utilizing potentially unsafe capabilities in safety-critical systems Trapp, Mario; Herd, Benjamin; Frank, Benedikt |
Konferenzbeitrag Conference Paper |
| 2025 | Scalability challenges in variational quantum optimization under stochastic noise Bärligea, Adelina; Poggel, Benedikt; Lorenz, Jeanette Miriam |
Zeitschriftenaufsatz Journal Article |
| 2025 | SOTIF-Analysis Using Fuzzy Cause Trees Herd, Benjamin; Kreutz, Andreas; Trapp, Mario |
Konferenzbeitrag Conference Paper |
| 2025 | Systematic benchmarking of quantum computers: status and recommendations Lorenz, Jeanette Miriam |
Vortrag Presentation |
| 2025 | Systematic benchmarking of quantum computers: status and recommendations Lorenz, Jeanette Miriam; Monz, Thomas; Eisert, Jens; Reitzner, Daniel; Schopfer, Félicien; Barbaresco, Frédéric; Kurowski, Krzysztof; Schoot, Wart van der; Strohm, Thomas; Senellart, Jean; Perrault, Cécile M.; Knufinke, Martin; Amodjee, Ziyad; Giardini, Mattia |
Paper |
| 2025 | Temporal Multimodal Probabilistic Transformers for Safety Monitoring in Autonomous Driving Systems Ahmed, Yehia; Schmoeller da Roza, Felippe; Mata, Núria |
Konferenzbeitrag Conference Paper |
| 2025 | Towards Automated Safety Requirements Derivation Using Agent-based RAG Balu, Balahari; Geissler, Florian; Carella, Francesco; Zacchi, Joao-Vitor; Jiru, Josef; Mata, Núria; Stolle, Reinhard |
Konferenzbeitrag Conference Paper |
| 2025 | Uncrewed Ground Vehicles in Military Operations: Lessons Learned from Experimental Exercises Cândido, Bruno; Pessanha Santos, Nuno; Moutinho, Alexandra; Zacchi, Joao-Vitor |
Konferenzbeitrag Conference Paper |
| 2025 | Unified AI-Product Lifecycle Based on Road-Vehicle Safety Standards Zafar, Shanza Ali; Kelly, Jessica; Mata, Núria |
Konferenzbeitrag Conference Paper |
| 2025 | What can we learn from applications for the development of quantum computing? Lorenz, Jeanette Miriam |
Vortrag Presentation |
| 2025 | Zero-Shot Open-Vocabulary OOD Object Detection and Grounding using Vision Language Models Sinhamahapatra, Poulami; Bose, Shirsha; Roscher, Karsten; Günnemann, Stephan |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica