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Index of Titles

A complete list of all conference contributions. Use the alphabetical filter or the search box below to find specific submissions. Click on any contribution to view its session details.

List by Initial Letter: A B C D E F G H I J K L M N O P Q R S T U V W X Y Z " All Titles

Contribution Title	Author(s)	Session
Contour Proposal Networks with Deep Refinement for Dense High-Throughput Instance Segmentation	Upschulte, Eric (1,2,3); Amunts, Katrin (2,1); Dickscheid, Timo (4,2,3)	Session 4a: Imaging
Counterfactual Ship Attribution in Cloud Fields Using Deep Learning and Satellite Observations	Vinge, Rikard; Argyrouli, Athina; Espinoza-Molina, Daniela; Hedelt, Pascal	Poster Session II
Helixer – a tool for ab initio gene calling combining Deep Learning and a Hidden Markov Model	Kindel, Felicitas (1,2); Bolger, Anthony (1); Usadel, Björn (1,2,3); Denton, Alisandra (2,3,4); Bolger, Marie (1)	Poster Session I
Interpreting Multimodal Latent Spaces in Single-Cell Multi-omics with Feature Attribution Techniques	Ismail, Anis; Sifrim, Alejandro	Session 1b: Interpretability
Learning PDE Dynamics from Small Data: Out-of-Distribution Generalization of Deep Learning Surrogates	Nguyen, Binh Duong (1); Sandfeld, Stefan (1,2)	Poster Session II
MoA: Mixture of Aggregators Improves Slide-Level Diagnosis in Computational Pathology	Ozlugedik, Fatih (1,3); Dasdelen, Furkan (1,2,3); Umer, Rao Muhammed (1); Marr, Carsten (1,3)	Poster Session II
Performance Bounds for Reliability and Hallucination Risk in Remote-Sensing Super-Resolution	Iagaru, David (1,2); Gawlikowski, Jakob (1)	Session 2a: Robust & Multi-modal Learning
Post-training makes large language models less human-like	Binz, Marcel; Consortium, Psych-201; Schulz, Eric	Poster Session I
Syxplain: An Agentic Framework for Explainable Scientific Hypothesis Generation from Data	Hollós, Roland (1); Süli, Patrik (2); Szabó, Gergő (1); Eigner, György (2)	Poster Session I
\"Hello World\": How to Have a Conversation with the Global Weather	Phipps, Kaleb (1); Gaumann, Hannes (1); Oberreuter, Friedrich (1); Vyas, Akshat (1); Werner, Christian (1); Winter, Jonathan (1); Debus, Charlotte (1); Götz, Markus (1,2); Kieckhefen, Paul (1,2)	Poster Session II
SoraCT: Unconditioned 3D CT Synthesis via Video Diffusion Transformers	Wang, Jiayi (1); Reynaud, Hadrien (1); Kainz, Bernhard (1,2)	Poster Spotlight Talks II
A 3D Foundation Model for Generalizable Biological Structure Segmentation in Tissue Clearing Images	Liu, Qi (1,3,4,5); Chen, Ying (1,3,4,5); Elsner, Markus (1,6); Ertürk, Ali (1,2,4,6,7)	Poster Spotlight Talks II
A 3D Foundation Model for Generalizable Biological Structure Segmentation in Tissue Clearing Images (DISCO-CAR: whole-body mapping of engineered cells and diseases at single-cell resolution)	Liu, Qi (1,3,4,5); Modamio, Jennifer (2); Chen, Ying (1,3,4,5); Kaltenecker, Doris (2); Kadletz, Karoline (2); Horvath, Izabela (2,4,6,8); Hoeher, Luciano (2); Küsters, Eva (2); Minde, David-Paul (2); Pan, Chenchen (1,2); Mai, Hongcheng (1,3,4,6); Busch, Dirk H (9,10,11); Elsner, Markus (1,6); Ertürk, Ali (1,2,4,6,7)	Poster Session I
A decentralized Swarm Learning framework for 90-Day outcome prediction for acute ischaemic stroke	Bandyopadhyay, Arnab (1); Shirvani, Omid (1); Vreeken, Jilles (2); Aschenbrenner, Anna (1); Schultze, Joachim (1)	Session 4b: Infrastructure & Tools
A decentralized Swarm Learning framework for 90-Day outcome prediction for acute ischaemic stroke	Bandyopadhyay, Arnab (1); Shirvani, Omid (1); Vreeken, Jilles (2); Aschenbrenner, Anna (1); Schultze, Joachim (1)	Poster Session II
A Domain-Specialized Multimodal Foundation Model for Interpreting Sentinel-2 True Color Imagery in Flood Disaster Response	Chiarabini, Luca; Espinoza Molina, Daniela; Camero Unzueta, Andrés	Poster Session I
A generative model for dimensionality reduction with millions of features and few samples	Pancotti, Corrado (1); Krogh, Anders (2); Fariselli, Piero (3)	Poster Session II
A Hematology Foundation Model Enables Blood Cancer Screening from Peripheral Blood Smears	Dasdelen, Muhammed Furkan (1); Ozlugedik, Fatih (1); Kukuljan, Ivan (1); Sadafi, Ario (1); Hehr, Matthias (1); Pohlkamp, Christian (2); Marr, Carsten (1)	Poster Session I
A Hierarchical Bayesian Multiple Instance Learning Framework for Joint Localization and Testing of Spatial Differential Expression	Stotzem, Niklas (1,2); Chang, Simon (3); Cai, Na (4); Casale, Francesco Paolo (1,2)	Poster Session II
A modular Retrieval Augmented Generation (RAG) Toolbox for Building Transparent AI-Search Engines	Schmidt, Mascha; Haguet, Victor; Niesel, Fritz	Poster Session II
A Multi-Sensor Foundation Model for Earth Observation	Ait Ali Braham, Nassim (1,2); Banze, Aaron Christian (1,3); Mairal, Julien (4); Chanussot, Jocelyn (4); Albrecht, Conrad Martin (1); Zhu, Xiao Xiang (2)	Session 3a: Foundation Models for Science
A Physics-Based Machine Learning Workflow for Urban-Scale Residential Heat-Demand Estimation	Bagherinejad, Nazanin; Kumar, V Mithlesh; Kowalski, Julia	Poster Session I
Abstracts Explorer: LLM-Powered Semantic Exploration of Scientific Conference Proceedings	Korten, Till; Steinbach, Peter	Poster Session II
Accessible pipeline for open set dermatological captioning with scarce data	Szustakowski, Karol (1); Sitaru, Sebastian (2); Buedo, Paola (1); Piraud, Marie (1)	Poster Session II
Advancing Explainability as a Differentiator in Machine Learning prediction models for Alzheimer’s Disease	Kaumbutha, Charles (1,2); Ambast, Shubhi (1,2); Mai, Karola (1,2); Mauer, Karoline (2,3); Becker, Matthias (1,2)	Poster Session I
Advancing Sea Ice Surface Classification by Self-Supervised Contrastive Learning for Radar Altimetry	Happ, Lena (1,5); Hendricks, Stefan (1); Albrecht, Conrad M (2,4); Kaleschke, Lars (1); Patil, Sonali (3); Fellegara, Riccardo (3); Lorenz, Dirk A. (5)	Poster Session I
After Generative AI: Is Physical Intelligence the Next Wave for Science?	Rêgo, Celso	AI World Café
Agentic Data Extraction and Dynamic Knowledge Graph Construction for Hydrogen Technology Research	Kohandani, Marjan (1,2,3); Eslamibidgoli, Mohammad j. (1,2); Eikerling, Michael H. (1,2,3); Malek, Kourosh (1,2)	Poster Session I
AI and Future of Medicine	Rueckert, Daniel	AI Research across Bavaria - co-organized by BAIOSPHERE
AI and Hierarchical Clustering Techniques for Accurate Patient Stratification	Diaz Ochoa, Juan G. (2); Puskaric, Miroslav (3); Layer, Natalie (4); Jensch, Antje (4); Knott, Markus (4); Krohn, Alexander (1,5)	Poster Session I
AI Engineering for Safety-Critical Applications	Kees, Yannick	AI World Café
AI for Fundamental Physics: Learning from Big Data at the LHC	Katzy, Judith	Session 3b: Generative AI
AI-assisted Classification of Polar Phytoplankton’s Functional Biodiversity using Multispectral Imaging Flow Cytometry	Bryan, Natasha (1); Naberhaus, Anna (1); Eggers, Sarah Lena (1); Thielecke, Antonia (1); Fernandez Mendez, Mar (1,2)	Poster Spotlight Talks II
AI-assisted Classification of Polar Phytoplankton’s Functional Biodiversity using Multispectral Imaging Flow Cytometry	Bryan, Natasha (1); Naberhaus, Anna (1); Eggers, Sarah Lena (1); Thielecke, Antonia (1); Fernandez Mendez, Mar (1,2)	Poster Session I
AI-assisted Labeling and its Pitfalls: A Case Study in Electron Microscopy Segmentation	Bukas, Christina (1); Engler, Jonas (2); Pelin, Helena (1); Hagenberg, Jonas (1); Khan, Haider (1); Campi, Francesco (1); Eberhagen, Carola (3); Zischka, Hans (2,3); Piraud, Marie (1)	Poster Session I
AI-assisted Labeling and its Pitfalls: A Case Study in Electron Microscopy Segmentation	Bukas, Christina (1); Engler, Jonas (2); Pelin, Helena (1); Hagenberg, Jonas (1); Khan, Haider (1); Campi, Francesco (1); Eberhagen, Carola (3); Zischka, Hans (2,3); Piraud, Marie (1)	Session 4b: Infrastructure & Tools
AI-enabled Colorimetric Multi-Biomarker Sensing Patch for Neonatal Monitoring	Castelblanco, Alejandra (1,2); Ruggeri, Elisabetta (3); Matzeu, Giusy (3); Heydarian, Motaharehsadat (4); Foerster, Kai (4,5); Bahnasy, Ahmed (2); Flemmer, Andreas (5); Schnabel, Julia A. (1,2,6); Schubert, Benjamin (1); Omenetto, Fiorenzo G. (3,8,9); Hilgendorff, Anne (4,5,7)	Session 4a: Imaging
AI-quifer – Predicting Offshore Groundwater Occurrences through the Application of Artificial Intelligence	Haffert, Laura (1); Jegen, Marion (1); Siebert, Christian (2); Arnold, Caroline (3); Rödiger, Tino (2)	Session 2b: Domain-informed Methods
Amortising Inference and Meta-Learning Priors in Neural Networks	Rochussen, Tommy (1,2,3); Fortuin, Vincent (1,2,4)	Poster Session II
Amortized Bayesian Multilevel Model of Bacterial Cell-Cycle with BayesFlow	Jenniches, Laura (1); Barquist, Lars (1,2,3)	Poster Session I
AMPFormer: A Peptide Foundation Model for Antimicrobial Discovery	Gawade, Pankhil (1,2); Izdebski, Adam (1,2); DT Torres, Marcelo (4); De La Fuente-nunez, Cesar (4); Szczurek, Ewa (1,3)	Session 3a: Foundation Models for Science
An AI System for Robust Plain Language Translation of Clinical Trials	Yousaf, Raeesa (1,2); Stapfer, Stephanie (2); Lobentanzer, Sebastian (1,2)	Poster Session II
Analysis of immune responses in renal cell carcinoma with synergistic ex vivo and in silico simulation tumor models	Zhang, Xin-Wen (1,2); Poechmann, Alexandra (1,3); Rießle, Elena Sofia (1); Zschäbitz, Stefanie (4); Gaida, Matthias (5); Halama, Niels (1,6)	Poster Session II
Analysis of multi-omics data using graph neural networks identifies novel schizophrenia-associated genes suitable as drug targets	Oleshko, Svitlana (1,2); Firmani, Samuele (1); Robinson, Jamie (2); Hernandez-Lallement, Julien (2); Picart-Armada, Sergio (2); Heinig, Matthias (1); Andlauer, Till F.M. (2,3); Marsico, Annalisa (2)	Poster Session I
Analytic model-informed representations for sample-efficient learning of scattering patterns	Häusler, Stefan; Wagener, Michael; Förster, Stephan; Ganeva, Marina	Poster Session I
Are Soft Labels Worth the Effort?	Gospodinov, Blagovest; Fortuin, Vincent	Poster Session I
Atlas 2 - Foundation Models for Clinical Deployment	Alber, Maximilian (1,13); Milbich, Timo (1); Carpen-Amarie, Alexandra (1); Tietz, Stephan (1); Dippel, Jonas (1,7,8); Muttenthaler, Lukas (1,15,16); Perez Cancer, Beatriz (1); Benetti, Alessandro (1); Korfiatis, Panos (3); Eulig, Elias (1); Lüscher, Jérôme (1); Wu, Jiasen (1); Hashimi, Sayed Abid (1); Dernbach, Gabriel (1,8,13); Schallenberg, Simon (13); Shah, Neelay (1); Krügener, Moritz (1); Jammoria, Aniruddh (1); Matras, Jake (5); Duffy, Patrick (6); Redlon, Matt (4); Jurmeister, Philipp (11,12); Horst, David (11,13); Ruff, Lukas (1); Müller, Klaus-Robert (7,8,9,10); Klauschen, Frederick (12,13,14); Norgan, Andrew (2)	Poster Session I
AtlasAlign: PointTransformer-based alignment of spatial omics to mouse brain common coordinate framework	Salg, Josef (1,2); Aftab, Wasim (2); Schiffer, Christian (3); Spitzer, Hannah (2,4)	Poster Session II
Attributing the effects of multiple line outages via Shapley values	Schreyer, Sarah (1); Hunkemöller, Marc (1); Lange, Jan (1); Bačić, Iva (1); Böttcher, Philipp C. (1); Witthaut, Dirk (1); Kruse, Johannes (2)	Poster Session II
Bad Data Detection and Signal Recovery in Large-Scale ICT-Platforms	Zimmer, Marcel (1); Büchel, Maximilian (1); Carta, Daniele (1); Benigni, Andrea (1,2,3)	Poster Session II
Benchmarking for Microscopic Biodiversity Screening (AIMBIS-project)	Dunker, Susanne (1,2); Stoof-Leichsenring, Kathleen (3); Fernández-Méndez, Mar (4); Massei, Riccardo (1,2); Bumberger, Jan (1,2)	Poster Session I
Benchmarking Taxonomic Classifiers: Bridging 16S rRNA metabarcoding and Shotgun Metagenomics for AI-Driven Microbiome Decoding	Singh, Sakshi (1,2); Heininger, Florian (1,2); Holtkotte, Xu (1,2); Schmidt, Sabine (4); Puschhof, Jens (5); Elinav, Eran (6,4); Grauling-Halama, Silke A. (1,2); Halama, Niels (1,2,3)	Poster Session II
Better Uncertainties Don’t Guarantee Better Decisions	Schneider, Annika (1,2,3,4); Rochussen, Tommy (1,2,4); Fortuin, Vincent (1,2,3,4)	Poster Session II
Beyond Prediction: Can AI Make Treatment Decisions?	Solano, Pamela	AI World Café
BioCUDA: An Accessible AI Pipeline for Fast, Accurate 3D MRI Reconstruction Across Species	Pinkernell, Stefan (1); Schimpf, Karsten (1); Wermter, Felizitas (2); Szustakowski, Karol (3); Piraud, Marie (3); Bock, Christian (2); Hänzelmann, Sonja (1)	Poster Session II
Biophysics-Informed and AI-Assisted Computation for Translational Optoacoustic Imaging and Sensing	Jüstel, Dominik (1,2)	Helmholtz Munich: Discovering Future Health
BioXPT-Brain: a foundation model integrating 3D vasculature and spatial transcriptomics to decode aging and vascular dementia	Simons, Laurent H. A. (1,2); Kümmerle, Louis B. (1,2,4); Theis, Fabian (2,3,4); Ertürk, Ali (1,5,6,7)	Session 2a: Robust & Multi-modal Learning
Blur-aware Single-cell Segmentation and Feature Extraction for Drug-activity Measurement in Brightfield Organoid Imaging	Sritharan, Serena (1); Gutierrez Tenorio, Fatima (2,3); Ball, Claudia (2,3); Piraud, Marie (1)	Poster Session II
Bridging Perception and Logic: An Abductive Learning Cycle for Semantically Anchored Facial Expression Recognition	Gebele, Jens Johannes (1,2); Brune, Philipp (1); Schwab, Frank (2); von Mammen, Sebastian (2)	Session 1a: Benchmarking & Testing
Bridging Scales: Adapting Human 3D Foundation Models for Mouse Micro-CT Phenotyping	Savriama, Yoland; Heuser, Arnd	Session 2b: Domain-informed Methods
Bringing Gaps between Farmers and AI with XAI Principles	Karmakar, Chandrabali (1); Bhowmik, Arnab (2); Corneliu Octavian, Dumitru (3)	Poster Session II
Building a Local AI Agent Assisting with Sensor Observation to Archives Framework (O2A)	Greiner, Luca (1); Pinkernell, Stefan (1); Koppe, Roland (2); Hänzelmann, Sonja (1)	Poster Session I
Can AI Become a Responsible Teaching Partner? Using, Improving and Creating Educational Resources with Generative AI	Müller, Philip (1); Cea, Donatella (2); Starke, Sebastian (1); Joshi, Gunjan (1)	AI World Café
Can Large Language Models Grade Short Free-Text Exam Answers? An Evaluation on Real German Student Data	Arslan, Zeynep; Bressel, Lennart; Niesel, Fritz	Poster Session I
Can Uncertainty Quantification Benefit From Label Embeddings? A Case Study on Local Climate Zone Classification	Schweden, Christoph (1); Hechinger, Katharina (2); Kauermann, Göran (3); Zhu, Xiao Xiang (4)	Poster Session II
Can Urban AI Make Cities More Human?	Sobanapuram Muruganandam, Narendran; Von Schneidemesser, Erika	AI World Café
Cancer-label-free Tumor Segmentation in Whole-mouse Light Sheet Microscopy Images Using Vision-language Models	Chen, Ying (1,3,4,5); Küsters, Eva (2,6); Zhang, Jie (1,3,4,5); Elsner, Markus (2,7); Ertürk, Ali (1,2,4,7,8)	Poster Session I
CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training	Thede, Lukas (1,2,3); Winzeck, Stefan (1); Akata, Zeynep (3,4); Schwarz, Jonathan Richard (1,5)	Poster Session II
Causal Machine Learning for Predictive Biomarker Discovery and Subgroup Refinement in Metastatic Colorectal Cancer	Arneth, Alina J. (1); Holch, Julian W. (2,3,4); Ciora, Octavia-Andreea (5,6); Heinemann, Volker (2,3,4); Feuerriegel, Stefan (5,6); Menden, Michael P. (1,7)	Poster Spotlight Talks IV
Causal Machine Learning for Predictive Biomarker Discovery and Subgroup Refinement in Metastatic Colorectal Cancer	Arneth, Alina J. (1); Holch, Julian W. (2,3,4); Ciora, Octavia-Andreea (5,6); Heinemann, Volker (2,3,4); Feuerriegel, Stefan (5,6); Menden, Michael P. (1,7)	Poster Session II
Clinical Evidence to Individualized Care: AI Powered Clinical Decision Support Based on Predicted Individual Treatment Effect (PITE)	Solano, Pamela (1); Jaki, Thomas (1,2)	Poster Session II
Collaborative Research Data Management for AI	Peinl, René; Tischler, Vincent	Poster Session II
Consistent Representation Learning for Modeling Neuro-Behavioral State Dynamics	Schmidt, Tobias (1,4); Tillmann, Jens (2); González Laiz, Rodrigo (1,4); Szuppinger, Kristián (1); Huang, Ziyan (2); Bahlouli, Amine (2); Gründemann, Jan (2,3); Schneider, Steffen (1,4)	Poster Session II
Construct-valid and adaptive benchmarks for single-cell RNA-seq via a hierarchical, streaming simulator	Flotho, Philipp (1,2); Flotho, Matthias (1,2); Keller, Andreas (1,2)	Poster Session I
ConvexGating infers gating strategies from clusters in single cell cytometry data	Friedrich, Vincent D (1,2); Mai, Karola (3,4); Hofer, Thomas P (5); Nößner, Elfriede (5); Bonaguro, Lorenzo (3,6,7); Hartmann, Celia L (3,8); Frolov, Aleksej (3,8,9); Carraro, Caterina (3,6); Hamada, Doaa (3,10,11); Hadaddzadeh-Shakiba, Mehrnoush (3,8); Theis, Heidi (7); Silva Ribeiro, Dalila Juliana (12); Wachten, Dagmar (12); Wunderlich, F Thomas (13); Scholz, Markus (1,14); Theis, Fabian J (15,16,17); Becker, Matthias (3,4); Beyer, Marc D (3,7,8); Schultze, Joachim L (3,6,7); Büttner, Maren (3,7,15)	Poster Spotlight Talks III
ConvexGating infers gating strategies from clusters in single cell cytometry data	Friedrich, Vincent D (1,2); Mai, Karola (3,4); Hofer, Thomas P (5); Nößner, Elfriede (5); Bonaguro, Lorenzo (3,6,7); Hartmann, Celia L (3,8); Frolov, Aleksej (3,8,9); Carraro, Caterina (3,6); Hamada, Doaa (3,10,11); Hadaddzadeh-Shakiba, Mehrnoush (3,8); Theis, Heidi (7); Silva Ribeiro, Dalila Juliana (12); Wachten, Dagmar (12); Wunderlich, F Thomas (13); Scholz, Markus (1,14); Theis, Fabian J (15,16,17); Becker, Matthias (3,4); Beyer, Marc D (3,7,8); Schultze, Joachim L (3,6,7); Büttner, Maren (3,7,15)	Poster Session II
Creating a Benchmark Image Dataset for Reliable Quantification of Arctic Phytoplankton using AI	Narberhaus, Anna (1); Bryan, Natasha (1); Fernández-Méndez, Mar (1,2)	Poster Session II
Cross Modalities Pretraining of Sparse Lidar and Dense Image Foundation Model for Global Carbon Stock Mapping	Astuti, Audita Widya (1,2); Rizaldy, Aldino (1); Joshi, Gunjan (1); Yu, Weikang (1); Steinbach, Peter (1); Zhang, Qi (2); Zhu, Xiao Xiang (2); Ghamisi, Pedram (1)	Poster Spotlight Talks III
Cross Modalities Pretraining of Sparse Lidar and Dense Image Foundation Model for Global Carbon Stock Mapping	Astuti, Audita Widya (1,2); Rizaldy, Aldino (1); Joshi, Gunjan (1); Yu, Weikang (1); Steinbach, Peter (1); Zhang, Qi (2); Zhu, Xiao Xiang (2); Ghamisi, Pedram (1)	Poster Session II
Cross-View Latent Integration via Nonparametric Gamma Shrinkage Factor Analysis	Akell, Hassan (1); Łazęcka, Małgorzata (2); A Haridoss, Dinesh (1); Urban, Miriam (3); Staub, Eike (3); Szczurek, Ewa (1,2)	Poster Session I
Cytoarchitecture in Words: Weakly Supervised Vision–Language Modeling for Human Brain Microscopy	Sutton, Matthew (1,2); Amunts, Katrin (1,3); Dickscheid, Timo (1,4); Schiffer, Christian (1,2)	Poster Session II
CytoDiff: AI-Driven Cytomorphology Image Synthesis for Medical Diagnostics	Carreras Boada, Jan; Muhammad Umer, Rao; Marr, Carsten	Poster Session I
Data-Driven Identification of Possible Transmission Sites for Carbapenem-Resistant Gram-Negative Bacteria	Georgii, Elisabeth (1); Heinmüller, Petra (2); Thomas, Philipp (2); Barros de Andrade e Sousa, Lisa (1); Willem, Theresa (1); Foppa, Ivo (2); Piraud, Marie (1); Hauri, Anja M. (3)	Poster Session I
Data2AI Compass	Hänzelmann, Sonja; Greiner, Luca	AI World Café
Decoding Values: Measuring Culture Embedded in Large Language Models	Steuer, Anton (1,2); Schuster, Carolin (2); Banf, Michael (1)	Poster Session II
Deep Graph Learning for Temporal Data	Scholtes, Ingo	AI Research across Bavaria - co-organized by BAIOSPHERE
Deep Learning Modeling of RNA Structure Perturbations Induced by Small Molecules	Bernecker, Tobias (1,2); Moyon, Lambert (1); Incarnato, Danny (3,4); Marsico, Annalisa (1,4)	Poster Session I
Deep Learning Reconstruction of Diffusion Spectrum Imaging from Undersampled q-Space Measurements	Schmid, Roman (1); Endt, Sebastian (1,2); Menzel, Marion I. (1,2)	Session 4a: Imaging
DeepElbe: Multi-Horizon Oxygen Forecasting and Hypoxia Early Warning Using Statistical and Deep Learning Methods	Caus, Danu; Garcia Oliva, Ovidio Fernando; Lemmen, Carsten; Weigel, Tobias	Poster Session I
DeepRVAT2: Unified Modeling of Coding and Regulatory Rare Variation at Genome Scale for Enhanced Gene Discovery and Diagnostics	Holtkamp, Eva (1,2); Londhe, Shubhankar (1,2); Starovoit, Anna (2); Back, Merit (2); Bechtler, Thibault (4); Clarke, Brian (4); Stegle, Oliver (4,5,6); Gagneur, Julien (1,2,3)	Poster Session II
Developing Agile and Collaborative Platforms for AI Governance in Research Institutions	Schwab, Veit (1); Hoffmann, Manuel (2)	AI World Café
Diagnosing and Fixing Training Bottlenecks: A Case Study of a Foundation Model	Kasravi, Javad (1); Lessig, Christian (2); Hunter, Timothy (2); Kesselheim, Stefan (1)	Poster Session I
Diagnosing Shortcuts in Traffic Video Question Answering Datasets	Korkut, Sena (1); Bravo, María Alejandra (1,2,3); Kim, Sanghwan (1,2,3); Akata, Zeynep (1,2,3)	Poster Session I
Differentiable Power-Flow Optimization	Öz, Muhammed (1); Hörter, Jasmin (1); Phipps, Kaleb (1); Debus, Charlotte (1); Streit, Achim (1); Götz, Markus (1,2)	Poster Session II
Differentiable Wave-Optics for Single-Shot X-Ray Phase-Contrast Imaging of Plasma Targets	Aguilar, Ritz Ann (1); Yang, Long (1); Huang, Lingen (1); Bussmann, Michael (1,2); Schramm, Ulrich (1,3); Cowan, Thomas (1,4); Kelling, Jeffrey (1,5)	Session 2a: Robust & Multi-modal Learning
Discovering Interpretable Visual Concepts in Monkey Visual Cortex Using Sparse Autoencoders	May, Lilly (1,2); Suryawanshi, Atharv (1); Schneider, Steffen (1)	Poster Session I
Do world models model the world?	Gonzalez Laiz, Rodrigo	Poster Session I
DREAMS: Preserving both Local and Global Structure in Dimensionality Reduction	Kury, Noël (1,2); Kobak, Dmitry (1,2); Damrich, Sebastian (1,2)	Poster Session I
Dynamic Decision Learning: Test-Time Evolution for Abnormality Grounding in Rare Diseases	Li, Jun (1); Liu, Mingxuan (2); Pan, Jiazhen (1); Liu, Che (3); Bai, Wenjia (3); Bercea, Cosmin (1); Schnabel, Julia (1,4,5)	Poster Session II
ECG Template-Based Deep Learning for Amplified P-wave Duration Prediction	Becker, Silvia (1,2); Krishna, Ajay (2); Lehrmann, Heiko (2); Jadidi, Amir (3); Keller, Till (2,4); Westermann, Dirk (2); Arentz, Thomas (2); Loewe, Axel (1); Eichenlaub, Martin (2)	Poster Session I
Editing the Foundations: Task Arithmetic for 3D Medical Segmentation Foundation Models	González, Cristina (1,2); Daza, Laura (1,2); Schnabel, Julia (1,2,3)	Poster Session I
Embpy and Perturbation World Models: A Foundation-Model Stack for Predicting Cellular Responses	Pinto, Gonçalo	Session 1b: Interpretability
Embracing the Tyranny of Testing	Hardt, Moritz	Session 1a: Benchmarking & Testing
End-To-End Protein Engineering With Protein Language Models	Brenner, Maurice (1,2); Wetekam, Helene (1,2); Plaikner, Alexander (2); Ploner, Manuel (2); Schmirler, Robert (2); Rost, Burkhard (2); Heinzinger, Michael (1,2)	Poster Session I
Enhancing Clinical Immunology and Disease Diagnostics with Global Swarm Learning	Warnat-Herresthal, Stefanie (1); Savchuk, Ivan (1); Secchim Ribeiro, Lucas (1); Clemens, Benedikt (1); Dahm, Kilian (1); Büttner, Maren (2); Schultze, Hartmut (1,3); Becker, Matthias (1); Bonaguro, Lorenzo (1); Swarm Learning Group, Global (4); Aschenbrenner, Anna (1); L. Schultze, Joachim (1)	Poster Session II
EO Foundation Models for Pre-Training Dataset Uncertainty Analysis	Dan, Stefan; Gawlikowski, Jakob	Poster Session I
EOSC-ARENA: Towards an Open and Ethical GenAI Infrastructure for European Research	Alibabaei, Khadijeh (1); Berberi, Lisana (1); Kozlov, Valentin (1); Delipalta, Alexandra (2); López García, Álvaro (3); Moltó, Germán (4); Psomopoulos, Fotis (5); Tran, Viet (6); Plociennik, Marcin (7)	Poster Session I
Evaluating 3D Molecular Representation Learning with Multipolar Atom Types	Olszewski, Jan (1); Kulik, Marta (1); Gambin, Anna (1); Szczurek, Ewa (1,2)	Poster Session II
Exploring the Effectiveness of Pretraining Task Alignment for Self-Supervised Learning in a Low-Data Regime	Kirti, Shivangi (1); Nguyen, Binh Duong (1); Sandfeld, Stefan (1,2)	Poster Session I
Extracting 1D JWST Spectra from 2D Spectrograms with Deep Learning	Narayan, Soorya (1); Gillard, William (1); Ayache, Stephane (2); Zoubian, Julien (1)	Poster Session II
Factor dependencies and their associations with covariates in multimodal factor analysis	Łazęcka, Małgorzata (1); Szczurek, Ewa (2,1)	Poster Session I
Factor dependencies and their associations with covariates in multimodal factor analysis	Łazęcka, Małgorzata (1); Szczurek, Ewa (2,1)	Poster Spotlight Talks II
Fast and Few-Shot: Equipping Scientific LLM Agents with Meta-Learned Surrogates	Hemati, Hamed (1); Sandfeld, Stefan (1,2)	Poster Session I
Federated Learning: Fine-Tuning Large AI Models Across Institutions - Without Sharing Data	Duda, Leonhard; Alibabaei, Khadijeh	AI World Café
Flow-aware Latent Diffusion for Synthetic Temporal Angiography	Xu, Qiwen (1,2); Bender, Andreas (1); Maros, Máté (2); Rügamer, David (1)	Poster Session II
FoldSAE: Learning to Steer Protein Folding Through Sparse Representations	Zarzecki, Wojciech (1,2,4); Szymczak, Paulina (3); Szczurek, Ewa (1,3); Deja, Kamil (2,4)	Session 1b: Interpretability
FrevaGPT: An LLM-Powered Assistant for Reproducible Climate Analysis	Molepo, Koketso Michelle (1); Ekinci, Gizem (2); Willmann, Sebastian (2); Baehr, Johanna (3); Sieck, Kevin (4); Oertel, Felix (2); Wentzel, Bianca (2); Ludwig, Thomas (2); Bergemann, Martin (2); Saynisch-Wagner, Jan (1); Kadow, Christopher (2)	Poster Session I
From FAIR Multimodal Data Infrastructure to AI-Driven Clinical Interpretation: The MINDset Platform for Precision Psychiatry	Rajkumar, Ravichandran (1,2); Ali, Syed Muhammad (1,2); Kempa, Edward (1,3); Zimmermann, Markus (1,4); Shah, N Jon (1,5); Neuner, Irene (1,2,6)	Poster Session II
From Feature Learning to Neural Collapse: A Data-Dependent Kernel View	Gawade, Pankhil (1,2); Fischer, Kirsten (1); Szczurek, Ewa (1,3)	Poster Session I
From Learned Representation To Localization: Towards Semantic Integration Of Microscopic Data In The Human Brain	Boztoprak, Zeynep (1,2); Amunts, Katrin (1,4); Axer, Markus (1,5); Dickscheid, Timo (1,2,3); Schiffer, Christian (1,2)	Poster Session I
From Multivariate Perturbations to Predictive Models of Human Airway Function	Murad, Katzrin; Zampa, Benedetta; Wang, Weixu; De La Rosa Velázquez, Inti; Theis, Fabian; Nawroth, Janna	Helmholtz Munich: Discovering Future Health
From prediction to generation of antigen-specific, full-length T-cell receptors	An, Yang (1,2); Drost, Felix (1,2); Straub, Adrian (2); Heyer, Kersten (2); Marsico, Annalisa (1); Busch, Dirk H. (2); Schubert, Benjamin (1)	Poster Session I
From T-FAKE to TFAN: Reusable Thermal Face Alignment for AI in Scientific Imaging	Flotho, Philipp (1,4,5); Piening, Moritz (2,5); Kukleva, Anna (3); Steidl, Gabriele (2)	Poster Session I
FrustrAI-Seq: Scaling Local Energetic Frustration to the Protein Sequence Space	Leusch, Jan-Philipp (1,2); Poley-Gil, Miriam (3); Fernandez-Martin, Miguel (3); Bordin, Nicola (4); Rost, Burkhard (2); Parra, R. Gonzalo (3); Heinzinger, Michael (1,2)	Poster Session I
Fused Transformer Blocks Improve Pretraining Efficiency and Contextual Language Understanding	Schmiedel, Jörn	Poster Session II
Generative AI Framework for Steered Protein Structure Prediction via NMR Chemical Shift Inputs	Kuppel, Sandro (1,2); Alderson, T. Reid (1,2); Heinzinger, Michael (1,2); Sattler, Michael (1,2); Pritišanac, Iva (1,2)	Poster Session II
GENIUS: An Agentic AI Framework for Autonomous Design and Execution of Simulation Protocols	Rêgo, Celso (1); Soleymanibrojeni, Mohammad (2); Wenzel, Wolfgang (1); Aydin, Roland (2)	Session 4b: Infrastructure & Tools
Genomic language model based prediction of transcription start sites in twelve yeast species	Ryabtseva, Maria (1); Hoffbauer, Tilman (1); Gagneur, Julien (1,2)	Poster Session I
GEOMAGFOR - Geomagnetic Core Field Forecasting: Excursions and Polarity Reversals	Simkanin, Jan (1); Rother, Martin (2); Giesecke, Andre (1); Michaelis, Ingo (2); Korte, Monika (2); Stefani, Frank (1)	Poster Session II
Geometry-Aware Edge Pooling for Graph Neural Networks	Limbeck, Katharina (1,2); Mezrag, Lydia (3,4); Wolf, Guy (3,4); Rieck, Bastian (1,5)	Poster Session II
Geospatial Causal Inference for Drought Driver Analysis	Jancauskas, Vytautas; Garske, Samuel; Espinoza-Molina, Daniela	Poster Session I
GRIP: Physics-Informed Neural Network for Gradient Retention Time Prediction in Liquid Chromatography	George, Kevin (1); Haeckl, F.P. Jake (1); Großmann, Gerrit (2); Gurevich, Alexey (1); Tagirdzhanov, Azat (1)	Poster Spotlight Talks IV
GRIP: Physics-Informed Neural Network for Gradient Retention Time Prediction in Liquid Chromatography	George, Kevin (1); Haeckl, F.P. Jake (1); Großmann, Gerrit (2); Gurevich, Alexey (1); Tagirdzhanov, Azat (1)	Poster Session II
Grounding Large Language Models in Formal Solvers via Unified Planning: Towards High-Accuracy Natural Language Planning	Areias Saraiva, João; Kirste, Thomas	Poster Session I
Helmholtz Munich: Discovering Future Health	Zeggini, Eleftheria	Helmholtz Munich: Discovering Future Health
HematoGraph: Graph-Aware Hierarchical Pooling for Cell-Level Hematology Classification	Dasdelen, Furkan (1,3); Ozlugedik, Fatih (1,2,3); Marr, Carsten (1,3)	Session 4a: Imaging
HemAutomaton: A lightweight NCA-based pipeline for large-scale extraction of white blood cells from whole slide images	Deutges, Michael (1); Namsaraeva, Altana (1); Ghete, Tabita (2); Metzler, Markus (2); Marr, Carsten (1); Buser, Maximilian (1)	Poster Session II
Higher-Order Hit-&-Run Samplers for Linearly Constrained Densities	Paul, Richard D. (1,2); Stratmann, Anton (1); Jadebeck, Johann F. (1); Beyß, Martin (1); Scharr, Hanno (1); Rügamer, David (2,3); Nöh, Katharina (1)	Poster Session II
HoloZip: A Machine Learning-Based Approach for Extreme X-ray Holographic Data Compression	Rahmani, Vahid (1); Hagemann, Johannes (1); Schroer, Christian (1,2,3)	Poster Session II
How To Provide (Unified) Access To AI Models?	Hagenberg, Jonas	AI World Café
Human-Explainable, Compact, Clustering-based Latents for Fast Proton Energy Spectra Estimation	Pandit, Vedhas (1); Rustamov, Jeyhun (1); Rehwald, Martin (1); Assenbaum, Stefan (1,3); Rana, Vidisha (1); Schlenvoigt, Hans-Peter (1); Bussmann, Michael (1,2); Schramm, Ulrich (1,3); Kluge, Thomas (1); Kelling, Jeffrey (1,4)	Poster Session II
Human-in-the-loop Concept Discovery and Curation in Vision Foundation Models	Lim, Hyesu (1); Choi, Jinho (2); Choo, Jaegul (2); Schneider, Steffen (1)	Session 1a: Benchmarking & Testing
Hybrid Multimodal Late Fusion Frameworks for Robust bvFTD Classification in Imbalanced Dementia Cohorts	Ramedani, Majid (1); Singh, Devesh (1,2); Teipel, Stefan (1,3); Dyrba, Martin (1)	Poster Session II
ICD-Code Extraction from Clinical Notes using Large Language Models in a RAG pipeline	Krause, Ludwig (1); Dyrba, Martin (1,2); Kirste, Thomas (1); Areias Saraiva, João (1,2)	Poster Spotlight Talks III
ICD-Code Extraction from Clinical Notes using Large Language Models in a RAG pipeline	Krause, Ludwig (1); Dyrba, Martin (1,2); Kirste, Thomas (1); Areias Saraiva, João (1,2)	Poster Session II
Implicit Neural Representation (INR) meets Multi-Contrast MRI Reconstruction	Niessen, Natascha (1,2); Pirkl, Carolin M. (2); Solana, Ana Beatriz (2); Eichhorn, Hannah (1,3); Spieker, Veronika (1,3); Huang, Wenqi (1); Sprenger, Tim (2,4); Menzel, Marion I. (2,5,6); Schnabel, Julia A. (1,3,7); Consortium, Predictom (2)	Session 4a: Imaging
Improvement of Whale Vocalization Detection with Temporal Context and Soft Labels	Savchik, Alex (1); Pinkernell, Stefan (1); Schall, Elena (2); Haenzelmann, Sonja (1)	Poster Session II
Improving Pedestrian Detection through Temporal Movement Estimations	Kees, Yannick; Hoemann, Elena; Köster, Frank; Hallerbach, Sven	Poster Session I
Improving Reliability of LLM-Based Robotic Task Planning Through Domain Adaptation and Benchmarking	Pandit, Kanak; Kulkarni, Ananya; Saeed, Muhammad	Poster Spotlight Talks I
Improving Reliability of LLM-Based Robotic Task Planning Through Domain Adaptation and Benchmarking	Pandit, Kanak; Kulkarni, Ananya; Saeed, Muhammad	Poster Session I
In-Model Bias Mitigation Methods for Age Confounding in Dementia Detection	Terli, Jaya (1); Ramedani, Majid (1); Teipel, Stefan (1,2); Dyrba, Martin (1)	Poster Session II
Inclusion and Diversity in AI and Biomedical Research	Guastella, Beatrice (1,2); Valdivia Ortega, Joel (1,3,4); Xu, Qian (1,5); Ostländer, Dennis (1,6); Hernández Götz, Luisa (1,7)	AI World Café
Incremental learning for continuous forest disturbance mapping using AlphaEarth embeddings	Mena, Francisco; Besnard, Simon; Herold, Martin	Poster Session I
Integrating an LLM Chatbot into an Existing Web Frontend via DASF and MCP	Sommer, Philipp S.; Ali, Naseem; Geyer, Beate; Grover, Harsh; Schulz-Stellenfleth, Johannes	Poster Session II
Interpretable Representations for Hematology	Dasdelen, Muhammed Furkan (1); Lim, Hyesu (1); Pommer, Paul (1); Buck, Michele (2); Schneider, Steffen (1); Marr, Carsten (1)	Poster Session I
Inverse Design of Multilayer Thin Films using Robust Deep Learning	Schaible, Jonas (1,2); Özdemir, Asena Karolin (3); Debus, Charlotte (3); Burger, Sven (2); Streit, Achim (3); Becker, Christiane (1,4); Jäger, Klaus (1,2); Götz, Markus (3,5)	Session 2b: Domain-informed Methods
Jülich Neutron Agent (JüNA): Vitess AI Agent	Ihsan, Ahmad Zainul; Violini, Nicolo; Lieutenant, Klaus; Ganeva, Marina	Poster Session I
K-MaT: Knowledge-Anchored Manifold Transport For Cross-Modal Prompt Learning In Medical Imaging	Zeng, Jiajun; Albarqouni, Shadi	Poster Session II
Large Vision-Language Models for Earth Observation Applications	Chiarabini, Luca	AI World Café
Learning Actionable Insights from Scientific Data	Vreeken, Jilles	Session 1b: Interpretability
Learning Coarse-Grained Potentials for Intrinsically Disordered Proteins	Schäffler, Moritz; de Bruyn, Emile; Schmidt, Sebastian; Kesselheim, Stefan	Poster Session II
Learning Physical Geometry from Noisy Helical Particle Tracks: A Comparative Study of Transformers, SBI, and JEPA	Caillou, Sylvain; Stark, Jan; Vallier, Alexis; Biscarat, Catherine	Session 1a: Benchmarking & Testing
Leveraging multi-modal representations	Jegelka, Stefanie	AI Research across Bavaria - co-organized by BAIOSPHERE
LEVERAGING MULTI-RATER ANNOTATIONS TO CALIBRATE OBJECT DETECTORS IN MICROSOPY IMAGING	Campi, Francesco; Piraud, Marie	Poster Session I
LIVR: Learnable Implicit Volumetric Representations for High-resolution 3D Images	Ulrich, Constantin (1); Kirchhoff, Yannick (1); Wong, Tak Ming (2,3); Moosmann, Julian (2); Maier-Hein, Klaus H. (1)	Poster Session II
Lost (and found) in latent land: applications to weather and climate	Gentine, Pierre	Keynote Talk Pierre Gentine (NSF Science and Technology Center “LEAP”; Columbia University, USA)
M²S³OM-graph: A Hybrid Deterministic-LLM Pipeline for Automated Metadata Crosswalk Extraction and Graph-Grounded Interoperability	Casas Castro, Santiago	Poster Session I
Machine Learning for Rogue Wave Prediction in the Southern North Sea	Thilakarathne, Salika (1); Teutsch, Ina (2); Barros de Andrade e Sousa, Lisa (3); Keil, Paul (1,3); Piraud, Marie (3); Weisse, Ralf (1)	Poster Session II
Machine Learning Green Functions for Magnetic Materials and Spintronics (MLGREEN)	Lokamani, Lokamani (1); Kosma, Adamantia (2); Blügel, Stefan (2); Cangi, Attila (1)	Poster Session II
Machine Learning-Accelerated Prediction of Hydrogen Embrittlement fromTEM Microstructures	Ruzaeva, Karina (1); Ravikumar, Aravinth (2); Kazimi, Bashir (1); Höche, Daniel (2); Sandfeld, Stefan (1)	Poster Session II
Machine Learning-based RNA Design for the Development of Efficient mRNA Therapeutics	Mir, Zahra; Marsico, Annalisa	Poster Session II
Machine-Learned Interatomic Potentials for Fe–Ni Alloys: Benchmarking MACE Models for Magnetism and Phase Stability	Ramakrishna, Kushal (1); Lokamani, Mani (1); Cangi, Attila (1,2)	Poster Session II
MADRNA: A Physics-Informed Machine-Learned Coarse-Grained Force Field for RNA	de Bruyn, Emile (1); Dorn, Anton (1); von der Lehr, Fabrice (2); Knechtges, Philipp (2); Schug, Alexander (3); Kesselheim, Stefan (1)	Session 2b: Domain-informed Methods
Managing AI/ML lifecycle: tools and needs	Berberi, Lisana; Kozlov, Valentin; Kieckhefen, Paul	AI World Café
MatBind: Probing the multimodality of materials science with contrastive learning	Yang, Le (1); Chandran, Anoop K. (9); Östreicher, Jona (3); Mirza, Adrian (2); Bompas, Sebastien (1); Kazimi, Bashir (1); Kesselheim, Stefan (9,4); Friederich, Pascal (3); Jablonka, Kevin Maik (2,6,7,8); Sandfeld, Stefan (1,5)	Poster Session II
Measuring Diversity in Multi-Agent Motion Generation	Schlauch, Christian (1,2); Klein, Nadja (1)	Poster Session II
Messanger RNA Untranslated Region Design through Transformers	Guerci, Lorenzo (1); Szczurek, Ewa (1,2)	Poster Session I
Meta-Learning for Phenotypic Drug Discovery with Transformer Neural Processes	Kmicikiewicz, Michal (1,2); Rochussen, Tommy (2,3,4); Fortuin, Vincent (3,4,6); Szczurek, Ewa (1,5)	Poster Session I
metabeta - A fast neural model for Bayesian mixed-effects regression	Kipnis, Alex; Binz, Marcel; Schulz, Eric	Poster Session I
Microsecond Latency Graph Neural Network Inference on Point Clouds	Neu, Marc; Ferber, Torben; Becker, Jürgen	Session 4b: Infrastructure & Tools
Mind the Gap – From expectation to reality in agentic AI	Vahidi, Peyman (1,2); Lobentanzer, Sebastian (1,2)	Poster Session I
Mind The Gap: Continuous Magnification Sampling For Pathology Foundation Models	Möllers, Alexander (1,2,3); Hense, Julius (1,2); Schulz, Florian (1,2); Milbich, Timo (3); Alber, Maximilian (3); Ruff, Lukas (3,4)	Poster Session I
MLArray: Unifying Machine Learning-Optimized Array Storage and Imaging Metadata	Gotkowski, Karol; Dreher, Kris	Poster Session I
MLflow pilot service for Helmholtz researchers	Berberi, Lisana; Laures, Christophe; Alibabaei, Khadijeh; Kozlov, Valentin; Streit, Achim	Poster Spotlight Talks I
MLflow pilot service for Helmholtz researchers	Berberi, Lisana; Laures, Christophe; Alibabaei, Khadijeh; Kozlov, Valentin; Streit, Achim	Poster Session I
Modeling Long Contexts with Hierarchical Compression Transformers	Ewert, Eske; Bedrunka, Mario Christopher; Kesselheim, Stefan	Poster Session I
Modeling Neuro–Behavioral State Dynamics from Longitudinal Multimodal Recordings	Tillmann, Jens (1); Schmidt, Tobias (2); Huang, Ziyan (1); Bahlouli, Amine (1); Schneider, Steffen (2); Gründemann, Jan (1,3)	Poster Session II
Modelling Patient Variation Across Datasets And Diseases With Contrastive Learning On Single-Cell Data	Shitov, Vladimir A. (1,4); Frey, Benjamin M. (1,4); Moghareh Dehkordi, Mohammad (2); Richter, Till (1,2); Bahrami, Mojtaba (1,3); Schonner, Emma Maria (2); Naciri Zerta, Youssef (1); Theis, Fabian J. (1,2,3); Luecken, Malte D. (1,4)	Session 2a: Robust & Multi-modal Learning
MolecuLA: Learning Molecules As A Language For Generative And Interpretable Chemistry	Elabid, Zakaria (1); Cangi, Attila (1); Andrzejewski, Jan (1,2); Brzoza, Bartosz (1,2)	Poster Session I
muBRAND: Multi-Branch Diffusion for Flexible Generation and Inpainting of Image Series	Kropp, Jan-Oliver (1,2,3); Amunts, Katrin (1,3); Dickscheid, Timo (1,2,4); Schiffer, Christian (1,2)	Poster Session I
Multimodal Analysis of Organoid Network Dynamics Using Multielectrode Arrays and Calcium Imaging	Ager, Katrina; Vasile-Bodea, Silviu; Mair, Lucas; Westmeyer, Gil; Schneider, Steffen	Poster Session I
Multimodal Data-Driven Forecasting of Coastal Environmental Health in the Baltic Sea	Said, Naina (1); Hepach, Helmke (2); Landsiedel, Olaf (3); Harms, Laura (3)	Poster Session II
Multimodal Data-driven Transfer Learning Impelled Framework for Spatiotemporal Forecasting of Urban Pollution (PM2.5)	Sobanapuram Muruganandam, Narendran; Von Schneidemesser, Erika	Poster Session II
Multimodal graph-based fusion learning for Alzheimer’s disease prediction	Ambast, Shubhi (1,2); Mai, Karola (1,2); Kaumbutha, Charles Mwangi (1,2); Spintge, Jannis (2); Carraro, Caterina (2,4); Beyer, Marc (2,3); Becker, Matthias (1,2)	Poster Session I
Multimodal Machine Learning for Postoperative Atrial Fibrillation Prediction	Mierisch, Julian (1); Niklas, Christian (2); Klotz, Rosa (3); Loewe, Axel (1)	Poster Session I
Multimodal Representation Learning for Pan-Cancer Type Classification Using Attention-Based Set Encoding and Contrastive Pre-Training	Krüger, Fabian Janosch; Uyar, Bora; Akalin, Altuna	Poster Session II
Nanopore- and AI-Empowered Microbial Viability Inference	Ürel, Harika Muazzez	Poster Session II
NEOPIC: A Neural Operator Framework for Particle-based Kinetic Plasma Simulations	Muralikrishnan, Sriramkrishnan (1); John, Chelsea (1); Kelling, Jeffrey (2); Gibbon, Paul (1); Bussmann, Michael (2)	Poster Session II
NEOPIC: HPC Strategies for FNO-DSE in Kinetic Plasma Simulation	John, Chelsea Maria (1); Muralikrishnan, Sriramkrishnan (1); Kelling, Jeffrey (2); Gibbon, Paul (1); Herten, Andreas (1)	Poster Session I
Neural Networks as Varieties	Khalfaoui-Hassani, Ismail; Kesselheim, Stefan	Poster Session I
Neural Operator-Based Surrogate Modeling for Efficient Prediction of Temperature and Residual Stresses in Tempered Glass	Hussein, Tarek; Schilp, Johannes	Poster Spotlight Talks IV
Neural Operator-Based Surrogate Modeling for Efficient Prediction of Temperature and Residual Stresses in Tempered Glass	Hussein, Tarek; Schilp, Johannes	Poster Session II
Neural Posterior Estimation for Empirical Power System Time Series	Oberhofer, Ulrich; Weber, Nicolas; Hagenmeyer, Veit; Schäfer, Benjamin	Poster Session II
Neurosymbolic Models of Uncertainty and Logical Reasoning	Friedrich, Annemarie	AI Research across Bavaria - co-organized by BAIOSPHERE
No Data? No Problem: Robust Vision-Tabular Learning with Missing Values	Hasny, Marta (1,2); Daza, Laura (1,2); Bressem, Keno (2); Di Folco, Maxime (1,2,3); Schnabel, Julia A. (1,2,4)	Session 2a: Robust & Multi-modal Learning
NURBSeg: bridging the gap between medical imaging and CAD via end-to-end parametric segmentation	Akdag, Hakan (1); Rosauer, Philipp (1); Ziegler, Sebastian (2); Pröll, Katharina (1); Dreher, Kris (2); Rüttgers, Alexander (1)	Poster Session I
NVIDIA Earth-2: Open Models, Accessible Hardware, and the Future of AI for Weather and Climate	Hall, David; Pritchard, Mike; Kashinath, Karthik; Brenowitz, Noah	Poster Session I
OneProtGPT: Bridging Protein Embeddings and Large Language Models for Protein Understanding	Kasravi, Javad; Bazarova, Alina; Kesselheim, Stefan	Session 3a: Foundation Models for Science
Optimal conversion from Rényi Differential Privacy to $f$-Differential Privacy	Riess, Anneliese (1,2); Gomez, Juan Felipe (3); du Pin Calmon, Flavio (3); Schnabel, Julia (1,2); Kaissis, Georgios (4)	Poster Session II
Patch-MLP-Based Predictive Control: Simulation of Upstream Pointing Stabilization for PHELIX Laser System	Wang, Jiaying (1); Ohland, Jonas Benjamin (2); Chang, Yen-Yu (3); Pandit, Vedhas (1); Bock, Stefan (1); Okukura, Andrew-Hiroaki (4,5,6); Eisenbarth, Udo (2); Irman, Arie (1); Bussmann, Michael (1); Schramm, Ulrich (1,7); Kelling, Jeffrey (1,8)	Poster Session II
Persona Vectors: Steering Towards Faithful Verbalized Uncertainty Expression in LLMs	Sheverdin, Arsen (1,2); Rudner, Tim G. J. (3); Fortuin, Vincent (1,4)	Poster Session II
Phenotype-driven virtual screening accelerates therapeutic discovery for idiopathic pulmonary fibrosis	Merchant, Kevin (1); Izdebski, Adam (1); Korkmaz, Serra (1); Verma, Arun Kumar (1); Gerckens, Michael (1); Gerald Burgstaller, Gerald (1); Szczurek, Ewa (1,2)	Poster Session II
Physics-Aligned Self-Supervised Learning for Scientific Imaging	Kazimi, Bashir (1); Sandfeld, Stefan (1,2)	Session 2b: Domain-informed Methods
Physics-Guided Diffusion for Neonatal Ultra-Low-Field MRI enhancement	Al Abed, Malek (1,3); Demir, Sebiha (2); Groteklaes, Anne (2); Germani, Elodie (4); Faghihroohi, Shahrooz (3); Sabir, Hemmen (2); Albarqouni, Shadi (1,3)	Poster Session I
Physics-Informed Reconstruction of Electron-Bunch Shapes from CTR Spectra using an Untrained Neural Network	Dietrich, Fabia (1,2); Aguilar, Ritz Ann (1); Debus, Alexander (1); Irman, Arie (1); LaBerge, Maxwell (1); Pausch, Richard (1); Tiebel, Jessica (1,2); Wrobel, Nico (1,2); Schramm, Ulrich (1,2); Bussmann, Michael (1,3); Kelling, Jeffrey (1,4)	Poster Session I
PromptGate: Federated Context Optimizationfor Dynamic VLM Gating in Open-Set MedicalImaging	Nesturi, Adea; Gaviria, David Duenas; Zeng, Jiajun; Albarqouni, Shadi	Poster Session II
Provenance-Aware Knowledge Graphs for Reusable PEFC and PEWE Experiments	Arat, Ezgi (1,2,3); Glüsen, Andreas (1); Seidler, Martin Florian (1); Eslamibidgoli, Mohammad Javad (2); Eikerling, Michael (2,3); Malek, Kourosh (2); Kieckhefen, Paul (4,5)	Poster Session I
Pseudo-Anomaly Augmented One-Class Autoencoder and Supervised Deep Learning for Murine ECG Anomaly Detection	Astrid, Marcella (1); Selkirk, Ewan (2); Ward, Christopher S. (3); Cea, Donatella (1); Bukas, Christina (1); Schneltzer, Elida (4); Piraud, Marie (1); Spielmann, Nadine (4)	Poster Session I
Quantum Kernel Alignment for Clinical Data Classification	Heininger, Florian (1); Lorenz, Jeanette Miriam (3); Weidemüller, Matthias (2); Halama, Niels (1)	Poster Session I
Recurrent Neural Networks and Tensor Ring Decomposition	Chakrabarti, Saptarshi; Vannieuwenhoven, Nick	Poster Session I
Reduction of Outflow Boundary Influence on Aerodynamic Performance Using Neural Networks	Bedrunka, Mario Christopher (1,2,3,4); Reith, Dirk (4,5); Foysi, Holger (3); Łaniewski-Wołłk, Łukasz (6); Mitchell, Travis (2)	Poster Session I
Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow-Matching Models	Bergmeister, Andreas (1); Jegelka, Stefanie (1); Pidstrigach, Jakiw (2); Nüsken, Nikolas (3); Domingo-Enrich, Carles (4)	Session 3b: Generative AI
Reinterpreting Protein Sequences as Structured Signals: A CNN-Residual Approach to Neuropeptide Classification	Miranda Valentin, Ana Beatriz (1); da Silva Rodrigues, Marcus Vinicius (1); Parmezan Bonidia, Robson (1); da Silva Lizzi, Elisângela Aparecida (1); Nunes da Rocha, Ulisses (2); Bressan, Glaucia Maria (1)	Poster Session II
Reliable and Sustainable AI for Scientific Discovery	Kutyniok, Gitta	Session 2a: Robust & Multi-modal Learning
RenewBench: Real Energy Data You Can Actually Use	Vollmer, Elena (1,3); Beckert, Andreas (2,3); El Ashhab, Hadeer (1,3); Keil, Paul (2,3); Schäfer, Benjamin (1,3); Geyer, Beate (2,3); Götz, Markus (1,3); Weigel, Tobias (2,3); Phipps, Kaleb (1)	Poster Session II
RenewBench: Real Energy Data You Can Actually Use	Vollmer, Elena (1,3); Beckert, Andreas (2,3); El Ashhab, Hadeer (1,3); Keil, Paul (2,3); Schäfer, Benjamin (1,3); Geyer, Beate (2,3); Götz, Markus (1,3); Weigel, Tobias (2,3); Phipps, Kaleb (1)	Poster Spotlight Talks III
Rethinking the Foundations of Weather and Climate Modelling	Schultz, Martin	Session 3a: Foundation Models for Science
RIBEX: Predicting and Explaining RNA Binding Across Structured and Intrinsically Disordered Regions (IDR)-rich Proteins	Firmani, Samuele (1,2); Steinbauer, Felix (2,4); Kasneci, Gjergji (2,3,4); Marsico, Annalisa (1); Horlacher, Marc (1,2)	Session 1b: Interpretability
Rolv.io - Multi-Agent AI For Healthcare And Research	Blume, Alexander (1); Aydoğdu, Deniz (1,2); Kumar, Yoga Mithra Senthil (1); Khachatryan, Nelli (1); Akinfalabi, Ahmed Tijani (1); Sorooshmehr, Arash (1); Wurmus, Ricardo (1); Akalin, Altuna (1)	Poster Session I
Sailing Past Syntax: A Human-in-the-Loop Framework for Safe Generative AI in Science	Schuster, Nico	Poster Spotlight Talks I
Sailing Past Syntax: A Human-in-the-Loop Framework for Safe Generative AI in Science	Schuster, Nico	Poster Session I
Sample Efficient Generative Molecular Optimization with Joint Self-Improvement	Korkmaz, Serra (1); Izdebski, Adam (1,2); Pirnay, Jonathan (3,4); Møller-Larsen, Rasmus (1,2); Kmicikiewicz, Michal (1,2); Gawade, Pankhil (1,2); Grimm, Dominik G. (2,3,4); Szczurek, Ewa (1,5)	Poster Session I
Scalable and interpretable representation alignment with ordinal similarity	Soares, Diogo (1); Gawade, Pankhil (1,2); Dittadi, Andrea (1); Szczurek, Ewa (1,3)	Poster Session II
SCALE.FM: Multi-Scale Foundation Models for Precision Neuroimaging	Kügler, David (1); Diers, Kersten (1); Estrada, Santiago (1); Kullmann, Stephanie (2); Reuter, Martin (1)	Poster Session II
scDigital-Karyotypes: a genomic representation to learn shared variants	Banerjee, Suharto (1); Georgii, Elisabeth (2); Barros de Andrade e Sousa, Lisa (2); Abdelhalim Mohamed, Mai (3); Lopez-Cayuqueo, Karen (3); M. Schmidt-Ott, Kai (3); D. Sanders, Ashley (1,4)	Poster Session I
SCHEMA: profiling Spatial Cancer HEterogeneity across modalities to benchmark Metastasis risk prediction	Romanovskaia, Daria (1,2); Moshkov, Nikita (1); Binder, Niklas (3); Zidane, Mohammed (1,3); Theis, Fabian (1,5,6); Weiss, Carsten (4); Schuerch, Christian (3); Diefenbacher, Markus (2); Luecken, Malte (1,2)	Poster Session II
Scholarly Publishing in the Age of AI: Tips, the Editor's Black Box, and AI in Publishing	Thirimanne, Hashini	AI World Café
SciTracer - the reliable and logically provable autonomous scientific discovery.	Didukh, Leonid	Poster Session I
scooby: modeling multimodal genomic profiles from DNA sequence at single-cell resolution.	Hingerl, Johannes (1,3); Martens, Laura D. (1,2); Neverov, Aleksandr (1); Minaeva, Mariia (2); Wagner, Nils F. (1); Theis, Fabian J. (1,2); Gagneur, Julien (1,2,3,4)	Poster Session I
SEA2LAND Navigator-GPT	Grover, Harsh (1); Weigel, Tobias (1); Frias, Manuel (2); Cabana, David (3); Celliers, Louis (3); Printsmann, Anu (4)	Poster Session I
Segmentation of glands in big cohort data by deep learning	Nguyen, Phuong Thanh; Grabe, Hans J.; Wielpütz, Mark O.; Teumer, Alexander	Poster Session II
Segmentation of the intracranial cavity in T1-weighted MR images of the human head by a location-specific 3D U-Net	Pieperhoff, Peter (1); Caspers, Svenja (1,3); Amunts, Katrin (1,2)	Poster Session II
Self-supervised Denoising Of Raw Tomography Detector Data For Improved Image Reconstruction	Tulin, Israt Jahan; Starke, Sebastian; Windisch, Dominic; Bieberle, André; Steinbach, Peter	Poster Session II
Semantic Equilibrium Decoding for Open-Ended Medical Visual Question Answering	Hagen, Luca (1); Müller, Johanna Paula (1); Zhang, Weitong (2); Qaio, Mengyun (3); Kainz, Bernhard (1,2)	Poster Session I
Semantic Harmonization of Noisy Medical Imaging Cohorts via Vision-Language Model	Wang, Xiaoliang (1); Wang, Jiayi (1); Hamamci, Ibrahim Ethem (3,4,5); Shit, Suprosanna (3,4); Er, Sezgin (3,5); Reynaud, Hadrien (1); Zhang, Weitong (2); Menze, Bjoern (3,4); Maier, Andreas (1); Kainz, Bernhard (1,2)	Poster Session II
Semi-Supervised Federated Learning for Medical Image Classification	Baser, Ayse Edanur	Poster Session I
Sentiment Analysis of Indian Hyperloop Tweets for Opinion Inversion Prediction	Pandit, Kanak (1,4); Jain, Sanyam (3); Sharma, Prem (5); Prajapati, Aditeya (2); Chaurasiya, Upkar (7); Saeed, Muhammad (1,4,6)	Poster Session II
Simple Yet Effective: Basic Population and Evolutionary Statistics Contain Richest Information to Infer Systematic Variant Effects	Xue, Zhengyuan (1,2,3); Casale, Francesco Paolo (2,4); Kotlarz, Daniel (1,5)	Poster Session II
Single Cell PBMC Analysis Shows Cell Type Specific Changes On Inflammation In Both Depressed And Non-Depressed Individuals	Hagenberg, Jonas (1,2); Knauer-Arloth, Janine (2)	Poster Session I
SoraCT: Unconditioned 3D CT Synthesis via Video Diffusion Transformers	Wang, Jiayi (1); Reynaud, Hadrien (1); Kainz, Bernhard (1,2)	Poster Session I
SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport	Roschmann, Simon (1,2,3,4); Krzakala, Paul (5,6); Mazelet, Sonia (6); Bouniot, Quentin (1,2,3,4); Akata, Zeynep (1,2,3,4)	Poster Session II
Spatial and Temporal Evaluation of Extreme Precipitation in ML-Based Global Weather Forecasts	Buschow, Sebastian; Almikaeel, Wael	Poster Session I
Spatial transcriptomics-informed inference of cell types and states from nuclear-stained whole slide images.	Guastella, Beatrice (1,2); Zhao, Ziqing (1,2); Dichgans, Martin (2,4); Simons, Mikael (2,3,4,5); Spitzer, Hannah (1,2,4)	Poster Session I
Stitch: Training-Free Position Control in Multimodal Diffusion Transformers	Bader, Jessica (1,2); Pach, Mateusz (1,2); Bravo, María A. (1,2); Belongie, Serge (3); Akata, Zeynep (1,2)	Session 3b: Generative AI
Subclass-Conditioned Flow Matching for Long-Tailed Chest X-Ray Augmentation	Nützel, Felix (1); Dombrowski, Mischa (1); Kainz, Bernhard (1,2)	Poster Session II
Surrogate Modeling of Scale-Bridging Dislocation-Driven Plasticity through Latent Dynamics and Microstructure Descriptors	Demirci, Aytekin (1); Sandfeld, Stefan (1,2)	Poster Session I
Surrogate Models for Severe Nuclear Accidents	Kieckhefen, Paul (1,2); Dressner, Jonas (2); Debus, Charlotte (2); Götz, Markus (1,2)	Poster Session I
SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis	Brockschmidt, Marie (1,2); Schröder, Maresa (1,2); Feuerriegel, Stefan (1,2)	Session 3b: Generative AI
System Characterization by Affine Operators in Physics-Informed Gaussian Processes	Zimmer, Marcel (1); De Din, Edoardo (1); Carta, Daniele (1); Benigni, Andrea (1,2,3)	Poster Session II
Systematic benchmarking of imaging-based spatial transcriptomics preprocessing	Kümmerle, Louis (1); Romanovskaia, Daria (1,2); Rehman, Habib (3); Beliaeva, Valentina (1,2); Theis, Fabian (1); Lücken, Malte (1,2)	Poster Session II
T-time: Multimodal Manifold Learning for Clonally Constrained Trajectory Inference	Bonafonte Pardàs, Irene (1); Lizotte, Myriam (2,3); Wolf, Guy (2,3); Schubert, Benjamin (1)	Poster Session I
TACTIC: Tabular-Attribute Conditioned Transformer for Image Classification	Daza, Laura (1,2); Hasny, Marta (1,2); González, Cristina (1,2); Schnabel, Julia (1,2,3)	Session 1a: Benchmarking & Testing
Taming Multimodal Posteriors over Rotations: A Geometric Approach to Bayesian Alignment in Cryo-EM and Beyond	Kodgirwar, Shantanu (1,2,3); Rothhardt, Jan (1,2,3,4); Habeck, Michael (3,5,6)	Poster Session I
Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging	Qasim, Ahmad Bin (1,2,3); Motta, Alessandro (1); Studier-Fischer, Alexander (4); Sellner, Jan (1,2,3,5); Ayala, Leonardo (1); Hübner, Marco (1,3); Bressan, Marc (4); Özdemir, Berkin (4); Kowalewski, Karl Friedrich (4,6); Nickel, Felix (4,7); Seidlitz, Silvia (1,2,3,5); Maier-Hein, Lena (1,2,3,5,7)	Poster Session II
The (AI)^2 Consultant - A Co-consultant for AI Consultants	Szustakowski, Karol; Khan, Haider; Piraud, Marie	Poster Session II
The AEON-UP Helmholtz AI Project - Adaptive Environmental Prediction System using Neural Processes for Urban Air Quality Prediction	Ramacher, Martin Otto Paul (1); von Schneidemesser, Erika (2); Sobanapuram Muruganandam, Narendran (2); Keil, Paul (1); Weigel, Tobias (1); Matthias, Volker (1)	Poster Session II
The Age of Artificial Work - What happens when humans are no longer the only ones working?	Mathews, Guido	AI World Café
The Architect and the Engine: Catching "Invisible Failures" in AI-Generated Code	Schuster, Nico	AI World Café
The Future of Universal Inverse Problems Solvers	Hailu, Dawit Abiy	AI World Café
The Helmholtz Model Zoo: Enabling AI Model Sharing and Inference in the Helmholtz Cloud	Werners, Hans; Eren, Engin; Heuser, Philipp	Poster Spotlight Talks I
The Helmholtz Model Zoo: Enabling AI Model Sharing and Inference in the Helmholtz Cloud	Werners, Hans; Eren, Engin; Heuser, Philipp	Poster Session I
The Interaction Layer: Why the Virtual Cell Needs Biochemistry	Falter-Braun, Pascal	Helmholtz Munich: Discovering Future Health
The Mean is the Mirage: Entropy-Adaptive Model Mergingunder Heterogeneous Domain Shifts in Medical Imaging	Ambekar, Sameer (1,2,3,4); Nasirigerdeh, Reza (5,4); Schuffler, Peter J. (5,1,4); Felsner, Lina (1); M. Lang, Daniel (1,2); A. Schnabel, Julia (1,2,3,5,6)	Poster Spotlight Talks III
The Mean is the Mirage: Entropy-Adaptive Model Mergingunder Heterogeneous Domain Shifts in Medical Imaging	Ambekar, Sameer (1,2,3,4); Nasirigerdeh, Reza (5,4); Schuffler, Peter J. (5,1,4); Felsner, Lina (1); M. Lang, Daniel (1,2); A. Schnabel, Julia (1,2,3,5,6)	Poster Session II
The Road to Exascale: Lessons Learned from Scaling a Scientific AI Workflow to 16,384 GPUs	Schiffer, Christian (1,2); Thönnißen, Julia (1); Bode, Mathis (3); Moore, Josh (4); Amunts, Katrin (1,5); Dickscheid, Timo (1,2,6)	Session 4b: Infrastructure & Tools
TiViT: Time Series Representations Lie Hidden in Pretrained Vision Transformers	Roschmann, Simon (1,2,3,4); Bouniot, Quentin (1,2,3,4); Feofanov, Vasilii (5); Redko, Ievgen (5); Akata, Zeynep (1,2,3,4)	Session 2b: Domain-informed Methods
To what extend Can AI Replace Numerical Simulations in Engineering? Opportunities, Challenges, and Limits	Hussein, Tarek	AI World Café
Topic Modeling and Opinion Analysis of Hyperloop Discussions on Twitter Using Latent Dirichlet Allocation	Pandit, Kanak (1,4); Prajapati, Aditeya (2); Jain, Sanyam (3); Fernandes, Steve (5); Ranjan Shandliya, Aditya (6); Saeed, Muhammad (1,4,7)	Poster Session II
Topological Data Analysis of Single-Cell Multimodal Data	Giray, Isabel (1,2); Malagoli, Gabriele (1,3); Schmid, Katharina (1); Colomé-Tatché, Maria (1,3,4)	Poster Session I
Toward Automated MRI-Based Screening of Cortical Superficial Siderosis Using Multimodal 3D nnU-Net	Aftab, Wasim (1); Dewenter, Anna (1); Kaffe, Maria (1); Kopczak, Anna (1); Dichgans, Martin (1); Spitzer, Hannah (1,2)	Poster Session I
Toward Condition-Aware MOF Topology Prediction via Latent Generative Modeling	Sovetkin, Evgenii (1); Prastalo, Gordan (2); Kesselheim, Stefan (1); Jablonka, Kevin Maik (2)	Poster Session II
Towards high resolution air quality forecasts for Europe using WGAN-based statistical downscaling with EURAD-IM data	Franke, Philipp (1); Vasireddy, Sindhu (1); Langguth, Michael (2); Lange, Anne Caroline (1); Schultz, Martin (1); Nölscher, Anke C. (1)	Poster Session I
Towards Multimodal Inference of Electron Bunch Structures using Gradient-Based Reconstruction with Differentiable Detector Models	Aguilar, Ritz Ann (1); LaBerge, Maxwell (1); Debus, Alexander (1); Doepp, Andreas (2); Bi, Zewu (2,3); Bussmann, Michael (1,4); Irman, Arie (1); Schramm, Ulrich (1,5); Kelling, Jeffrey (1,6)	Poster Session I
Towards Robust Foundation Models for Digital Pathology	Kömen, Jonah (1,2); de Jong, Edwin (3); Hense, Julius (1,2); Marienwald, Hannah (1,2); Dippel, Jonas (1,2,3); Naumann, Philip (1,2); Marcus, Eric (4); Ruff, Lukas (3); Alber, Maximilian (3,7); Teuwen, Jonas (4); Klauschen, Frederick (1,5,6,7); Müller, Klaus-Robert (1,2,8,9)	Poster Spotlight Talks I
Towards Robust Foundation Models for Digital Pathology	Kömen, Jonah (1,2); de Jong, Edwin (3); Hense, Julius (1,2); Marienwald, Hannah (1,2); Dippel, Jonas (1,2,3); Naumann, Philip (1,2); Marcus, Eric (4); Ruff, Lukas (3); Alber, Maximilian (3,7); Teuwen, Jonas (4); Klauschen, Frederick (1,5,6,7); Müller, Klaus-Robert (1,2,8,9)	Poster Session I
Towards Useful and Private Synthetic Omics: Community Benchmarking of Generative Models for Transcriptomics Data	Öztürk, Hakime (1,2); Afonja, Tejumade (3); Jälkö, Joonas (4); Binkyte, Ruta (3); Rodriguez-Mier, Pablo (5); Lobentanzer, Sebastian (6); Wicks, Andrew (7,8); Kreuer, Jules (9); Ouaari, Sofiane (9); Pfeifer, Nico (9); Menzies, Shane (10); Pentyala, Sikha (10); Filienko, Daniil (10); Golob, Steven (10); McKeever, Patrick (10); Banerjee, Jineta (11); Foschini, Luca (11); De Cock, Martine (10,12); Saez-Rodriguez, Julio (13); Fritz, Mario (3); Stegle, Oliver (1,2); Honkela, Antti (4)	Poster Spotlight Talks IV
Towards Useful and Private Synthetic Omics: Community Benchmarking of Generative Models for Transcriptomics Data	Öztürk, Hakime (1,2); Afonja, Tejumade (3); Jälkö, Joonas (4); Binkyte, Ruta (3); Rodriguez-Mier, Pablo (5); Lobentanzer, Sebastian (6); Wicks, Andrew (7,8); Kreuer, Jules (9); Ouaari, Sofiane (9); Pfeifer, Nico (9); Menzies, Shane (10); Pentyala, Sikha (10); Filienko, Daniil (10); Golob, Steven (10); McKeever, Patrick (10); Banerjee, Jineta (11); Foschini, Luca (11); De Cock, Martine (10,12); Saez-Rodriguez, Julio (13); Fritz, Mario (3); Stegle, Oliver (1,2); Honkela, Antti (4)	Poster Session II
Training-free Uncertainty Guidance for Complex Visual Tasks with MLLMs	Kim, Sanghwan (1,2,3); Xiao, Rui (2,3); Alaniz, Stephan (4); Xian, Yongqin (5); Akata, Zeynep (1,2,3)	Poster Session I
Translational Genomics of Osteoarthritis	Zeggini, Eleftheria	Helmholtz Munich: Discovering Future Health
Trustworthy Deep Surrogates for Inverse Materials Design with Calibrated Uncertainty	Teh, Hui Min (1); Iraki, Tarek (1); Sandfeld, Stefan (1,2)	Poster Session II
UdonPred: Untangling Protein Intrinsic DisorderPrediction	Schlensok, Julius (1,2); Wagemann, David (1); Senoner, Tobias (1); Haak, Markus (3); Rost, Burkhard (1,4,5)	Poster Session II
Uncertainty Quantification for Medical Image Segmentation	Hassan, Maleeha; Korten, Till; Günther, Ulrik; Steinbach, Peter	Poster Session I
Uncertainty-Guided Generation of Dark-Field Radiographs	Felsner, Lina (1,2,3); Bast, Henriette (4,5,6); Dorosti, Tina (4,5,6); Schaff, Florian (4,5,6); Pfeiffer, Franz (4,5,6,7); Pfeiffer, Daniela (5,6,7); Schnabel, Julia (1,2,3,8)	Poster Spotlight Talks II
Uncertainty-Guided Generation of Dark-Field Radiographs	Felsner, Lina (1,2,3); Bast, Henriette (4,5,6); Dorosti, Tina (4,5,6); Schaff, Florian (4,5,6); Pfeiffer, Franz (4,5,6,7); Pfeiffer, Daniela (5,6,7); Schnabel, Julia (1,2,3,8)	Poster Session I
Underconfident Predictions in MFVI	Odgers, James; Fortuin, Vincent	Poster Session II
Understanding Green Technology Adoption in Germany: A Cluster-Based Analysis of Household-Scale Photovoltaics and Battery Electric Vehicles	Böttcher, Philipp C. (1); Kaindl, Leo (2); Barros de Andrade e Sousa, Lisa (2); Piraud, Marie (2); Venghaus, Sandra (3,4); Witthaut, Dirk (1,5)	Poster Session I
Video-Guided Policies for Robotic Manipulation	Schmid, Cordelia	Keynote Talk: Cordelia Schmid (Inria, Google)
When Protein Dynamics Matter: Integrating Molecular Dynamics into Protein Foundation Models	Aboelsoud, Reem; Javad, Kasravi; Kesselheim, Stefan; Bazarova, Alina	Poster Session I
Who Owns Human Experience? Ethical Implications of Transforming Tacit Knowledge into Neural Models	Koska, Christopher (1); Schatzl, Markus (2)	Poster Spotlight Talks IV
Who Owns Human Experience? Ethical Implications of Transforming Tacit Knowledge into Neural Models	Koska, Christopher (1); Schatzl, Markus (2)	Poster Session II