Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAISPublikationen 2024
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2024 | Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detection Bodden, Lennard; Ha, Duc Bach; Schwaiger, Franziska; Kreuzberg, Lars; Behnke, Sven |
Konferenzbeitrag Conference Paper |
| 2024 | Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans Genovesi, Sergio; Mönig, Julia Maria; Schmitz, Anna; Poretschkin, Maximilian; Akila, Maram; Kahdan, Manoj; Kleiner, Romina; Krieger, Lena; Zimmermann, Alexander |
Zeitschriftenaufsatz Journal Article |
| 2024 | Superkraft Sprachmodell? Dinnessen, Felix; Bringmann, Björn; Dang, David; Sifa, Rafet; Halscheidt, Sandra |
Paper |
| 2024 | Table Structure Recognition via Encoder/Decoder Vision Transformers Uedelhoven, Daniel; Lübbering, Max; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2024 | The ARCH Resilience Assessment Dashboard: An Online Scorecard Approach to Assess the Resilience of Historic Areas Lückerath, Daniel; Milde, Katharina; Wischott, Valerie; Klose, Anna |
Meeting Abstract |
| 2024 | The ARCH Resilience Assessment Dashboard: An Online Scorecard Approach to Assess the Resilience of Historic Areas Lückerath, Daniel; Milde, Katharina; Wischott, Valerie; Klose, Anna |
Poster |
| 2024 | The EU R&I Task Force for Climate Neutral and Resilient Historic Areas Peinhardt, Katherine; Garzillo, Cristina; Lückerath, Daniel; Egusquiza, Aitziber; Michalis, Panagiotis; Istrati, Denis |
Meeting Abstract |
| 2024 | The Future is Different: Predicting Reddits Popularity with Variational Dynamic Language Models Cvejoski, Kostadin; Sanchez Fornica, Ramses; Ojeda, César |
Konferenzbeitrag Conference Paper |
| 2024 | Tokenizer Choice For LLM Training: Negligible or Crucial? Ali, Mehdi; Fromm, Michael; Thellmann, Klaudia; Rutmann, Richard; Lübbering, Max; Leveling, Johannes; Ebert, Jan; Klug, Katrin; Jurkschat, Lena; John, Chelsea; Jain, Charvi; Schulze Buschhoff, Johann Jasper; Weber, Alexander Arno; Abdelwahab, Hammam; Doll, Niclas; Suarez, Pedro Ortiz; Ostendorff, Malte; Weinbach, Samuel; Sifa, Rafet; Kesselheim, Stefan; Flores-Herr, Nicolas |
Konferenzbeitrag Conference Paper |
| 2024 | Topic modelling for spatial insights: Uncovering space use from movement data Andriyenko, Gennadiy; Andriyenko, Nathaliya; Hecker, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2024 | Towards Formalising AI Readiness of Standards Schmitz, Anna; Görge, Rebekka; Haedecke, Elena Gina; Borowski, Marion; Seeliger, Adrian; Poretschkin, Maximilian |
Aufsatz in Buch Book Article |
| 2024 | Towards Linking Local and Global Explanations for AI Assessments with Concept Explanation Clusters Haedecke, Elena Gina; Akila, Maram; Rüden, Laura von |
Konferenzbeitrag Conference Paper |
| 2024 | Towards Multilingual LLM Evaluation for European Languages Thellmann, Klaudia; Fromm, Michael; Stadtler, Bernhard; Schulze Buschhoff, Johann Jasper; Jude, Alex; Barth, Fabio; Leveling, Johannes; Flores-Herr, Nicolas; Köhler, Joachim; Jäkel, René; Ali, Mehdi |
Paper |
| 2024 | Towards Trustworthy AI Engineering - A Case Study on integrating an AI audit catalog into MLOps processes Helmer, Lennard; Martens, Claudio; Wegener, Dennis; Akila, Maram; Becker, Daniel; Abbas, Sermad |
Konferenzbeitrag Conference Paper |
| 2024 | Transcriptome Data Analysis Applied to Grapevine Growth Stage Identification Altimira, Francisco; Pavez, Leonardo; Pourreza, Alireza; Yanez, Osvaldo; González-Rodríguez, Lisdelys; García, José; Galaz, Claudio; Leiva-Araos, Andrés; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2024 | Urban Heritage Resilience: An Integrated and Operationable Definition from the SHELTER and ARCH Projects Ripp, Matthias; Egusquiza, Aitziber; Lückerath, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2024 | Using Impact Chains for Co-creating Cause-Effect Models of Climatic and Anthropogenic Hazards in Cultural Landscapes Wischott, Valerie; Klose, Anna; Milde, Katharina; Lückerath, Daniel |
Meeting Abstract |
| 2024 | Using ScrutinAI for visual inspection of DNN performance in a medical use case Görge, Rebekka; Haedecke, Elena Gina; Mock, Michael |
Zeitschriftenaufsatz Journal Article |
| 2024 | Vertrauenswürdige KI-Anwendungen mit Foundation-Modellen entwickeln Mock, Michael; Schmidt, Sebastian; Müller, Felix Benjamin; Görge, Rebekka; Schmitz, Anna; Haedecke, Elena Gina; Voß, Angelika; Hecker, Dirk; Poretschkin, Maximilian |
Paper |
| 2024 | Visual analytics methods for supporting semantic abstraction of multivariate time series data Shirato, Gota |
Dissertation Doctoral Thesis |
| 2024 | Wasserstein Dropout Sicking, Joachim; Akila, Maram; Pintz, Maximilian Alexander; Wirtz, Tim; Wrobel, Stefan; Fischer, Asja |
Zeitschriftenaufsatz Journal Article |
| 2024 | Wettbewerbsfaktor Digitaler Industriestandort Altendeitering, Marcel; Behrens, Roland; Binz, Vera; Birnstill, Pascal; Bocklisch, Franziska; Eul, Ursula; Flores-Herr, Nicolas; Fritz, Michael; Hölzle, Katharina; Ihlenfeldt, Steffen; Jost, Jana; Kerner, Sören; Klein, Peter; Kraus, Werner; Lange-Bever, Christoph; Laß, Dietmar; Lutz, Juliane; Lux, Simon; Luyken, Richard Johannes; Peinsipp-Byma, Elisabeth; Petereit, Janko; Plogsties, Jan; Prasuhn, Pierre; Sauer, Olaf; Schimmler, Sonja; Schlegel, Andreas; Schmidtke, Niels; Steiert, Maximilian; Stiller, Michael; Stork, Andre; Todtermuschke, Marcel |
Paper |
| 2024 | Wie Agenten und Foundation-Modelle bei der Versorgung Schwerverletzter helfen Meyer, Mareen; Giesselbach, Sven; Antweiler, Dario; Defosse, Jérôme; Hensen, Sandra; Iser, Henri; Salge, Torsten Oliver; Stead, Susan; Tjardes, Thorsten; Waloßek, Nina |
Paper |
| 2024 | Word Sense Disambiguation as a Game of Neurosymbolic Darts Dong, Tiansi; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2024 | X-KIT: Whitepaper Computer Vision Wickert, Lorenz; Rilling, Stefan; Dede, Jens; Wewetzer, David; Redwitz, Christoph von; Schirrmann, Michael; Trescher, Maximilian; Schmittmann, Oliver; Zimmer, Patrick; Kämpfer, Christoph; Herrmann, Lena; Niedermeier, Michael; Noori, Faryal; Mäder, Patrick; Rabe, Martin; Hüther, Jonas; Henningsen, Jens |
Paper |
| 2024 | X-KIT: Whitepaper Pflanzenschutz Wickert, Lorenz; Jarausch, Wolfgang; Rilling, Stefan; Thielert, Bonito Steffen; Redwitz, Christoph von; Schirrmann, Michael; Schmittmann, Oliver; Zimmer, Patrick; Kämpfer, Christoph; Mäder, Patrick; Rabe, Martin; Hüther, Jonas; Niedermeier, Michael; Noori, Faryal; Henningsen, Jens |
Paper |
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