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Adrian Michalke, Aljoscha Lepping, Volker Markl, Ricardo Martinez, Nils Schubert, Lukas Schwerdtfeger, Taha Tekdogan, Steffen Zeuch, Ariane Ziehn, Christoph Falkensteiner et al.
NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications
Stefan Grafberger, Madelon Hulsebos, Matteo Interlandi, Shreya Shankar
Ninth Workshop on Data Management for End-to-End Machine Learning (DEEM)
Mariana M. Garcez Duarte, Dwi P. A. Nugroho, Georges Tod, Evert Bevernage, Pieter Moelans, Emine Tas, Esteban Zimányi, Mahmoud Sakr, Steffen Zeuch, Volker Markl et al.
Mobility Stream Processing on NebulaStream and MEOS
Fabian Mahling, Marcel Weisgut, Tilmann Rabl
Fetch Me If You Can: Evaluating CPU Cache Prefetching and Its Reliability on High Latency Memory
Hao Chen, Sebastian Schelter
Towards Automated Task-Aware Data Validation
David Jacob Drexlin, Jonas Dippel, Julius Hense, Niklas Prenißl, Grégoire Montavon, Frederick Klauschen, Klaus-Robert Müller
MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification
Michael Plainer, Hao Wu, Leon Klein, Stephan Günnemann, Frank Noé
Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
Jonas R. Naujoks, Aleksander Krasowski, Moritz Weckbecker, Galip Ümit Yolcu, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek, René P. Klausen
Leveraging Influence Functions for Resampling Data in Physics-Informed Neural Networks
J. Thorben Frank, Winfried Ripken, Gregor Lied, Klaus-Robert Müller, Oliver T. Unke, Stefan Chmiela
Sampling 3D Molecular Conformers with Diffusion Transformers
Laura Kopf, Nils Feldhus, Kirill Bykov, Philine Lou Bommer, Anna Hedström, Marina M.-C. Höhne, Oliver Eberle