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Binger Chen, Tacettin Emre Bök, Behnood Rasti, Volker Markl, Begüm Demir
Foundation Model Selection for Remote Sensing via a Constraint-Aware Agent
Lennart Behme, Emil Badura, Leonard Geißler, Matthias Böhm, Ziawasch Abedjan, Volker Markl
FedAugment: Table Augmentation Search over Decentralized Data Repositories
Antonia Popp, Alaa Abd El Al, Marie Hoffmann, Ann Laube, Jörg Kempfert, Anja Hennemuth, Alexander Meyer
Multi-view and multi-frame voting-based stenosis detection and quantification in X-ray coronary angiography
Carl Stadie, Ingmar Nitze, Begüm Demir, Martin Stefan Brandt, Guido Grosse
Bayesian evaluation of deep learning architectures and sensor modalities for remote sensing-based driftwood segmentation in the Mackenzie Delta, Arctic Canada
Matthias Seeger, Zeyu Zhang, Vihang Patil, Konstantinos Benidis, Sebastian Schelter
Learning how to Forget: Fine-tuning for Long-Context Sparse Attention
Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek
A Privacy Study of Sparse Collaborative Inference
Amos Muench, Jonathan Thielmann, Reduan Achtibat, Maximilian Dreyer, Philip Bischoff, Caroline Forsythe, Hamidreza Parand, Thomas Walter, David Horst, Sebastian Lapuschkin et al.
Concept-based explanation of gene expression prediction from H&E images
Eike Middell, Laura B. Carlton, Shakiba Moradi, Tomás Codina, Thomas Fischer, Josef Cutler, Shannon M. Kelley, Jacqueline Behrendt, Theekshana Dissanayake, Nils Harmening et al.
Cedalion tutorial: a Python-based framework for comprehensive analysis of multimodal fNIRS and DOT from the lab to the everyday world
Simon Baur, Arne Schernich, Ekin Böke, Wojciech Samek, Jackie Ma
Beyond Boundary Noise: Aggregated Aleatoric Uncertainty Fails to Capture Presence Ambiguity in 3D Lung Nodule Segmentation
David Bechtoldt, Sidney Bender