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Maximilian von Klinski, Sebastian Lapuschkin, Wojciech Samek, Lennart Bürger
Stress-Testing LLM Lie Detectors: Role-Play Failures and Spurious Correlations
Ankur Singha, Jacob Finkenrath, Karl Jansen, Vipul Arora, Shinichi Nakajima
Multilevel Plaquette-Space Sampling for Lattice Gauge Theories with Local Constraint Solves
Jakob Steglich, Justus Meyer zu Bexten, Shakiba Moradi, Laure Ciernik, Simon M. Hofmann, Mina Jamshidi Idaji
Representational and Functional Robustness to Electrode Montages in EEG Foundation Models
Ping Xiong, Shanglin Li, Yi Ding, Thomas Schnake, Shinichi Nakajima
Explaining Hyperbolic Neural Networks via Geometry-Aware Relevance Propagation
Julia Mellert, Julius Kaemmel, Joerg Kempfert, Volker Markl, Simon Sündermann, Steffen Zeuch, Olaf Hellwich, Anja Hennemuth
Synergies and Conflicts in Multi-Task Surgical Vision: Stereo Matching, Segmentation, and Classification of Stereoendoscopic Video Frames in Mitral Valve Surgery
Sanaz Karimijafarbigloo, Amirhossein Kazerouni, Alireza Kheirkhah, Alireza Kheirkhah, Sergey Protserov, Reza Azad, Michael Brudno, Babak Taati, Wojciech Samek, Dorit Merhof et al.
Probabilistic Multi-Rater Segmentation via Style-Aware Boundary Conditioning
Denis Shcherba, Adrian Abel, Eckart Cobo-Briesewitz, Paul Mattes, Wojciech Samek, Marc Toussaint
Estimate, Don't Imitate: Reusing Differentiable State-Based Policies for Visuomotor Control
Fabian Schmalstieg, Karsten Mueller, Wojciech Samek
Cross-Architecture Foundation-Model Distillation for Edge Flood Segmentation
Moritz Weckbecker, Sweta Jena, Jonas Müller, Ponnurangam Kumaraguru, Sebastian Lapuschkin, Wojciech Samek, Louis Jaburi, Gonçalo Paulo
Can Data Attribution Filter Out Subliminal Learning? Not Reliably
Marcel F. Langer, Adrian Hill, Michele Ceriotti