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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
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