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Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer, Reduan Achtibat, Patrick Kahardipraja, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

Attribution-guided Pruning for Compression, Circuit Discovery, and Targeted Correction in LLMs

June 16, 2025
https://doi.org/10.48550/arXiv.2506.13727

Vivek Chavan, Arsen Cenaj, Shuyuan Shen, Ariane Bar, Srishti Binwani, Tommaso Del Becaro, Marius Funk, Lynn Greschner, Roberto Hung, Stina Klein et al.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI

June 14, 2025
https://arxiv.org/abs/2506.12437

Emílio Dolgener Cantú, Rolf Klemens Wittmann, Oliver Abdeen, Patrick Wagner, Wojciech Samek, Moritz Baier, Sebastian Lapuschkin

Deep Learning-based Multi Project InP Wafer Simulation for Unsupervised Surface Defect Detection

June 12, 2025
https://doi.org/10.48550/arXiv.2506.10713

Olga Ovcharenko, Florian Barkmann, Philip Toma, Imant Daunhawer, Julia E. Vogt, Sebastian Schelter, Valentina Boeva

scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data

June 10, 2025
https://arxiv.org/pdf/2506.10031

Laure Ciernik, Lorenz Linhardt, Marco Morik, Jonas Dippel, Simon Kornblith, Lukas Muttenthaler

Objective drives the consistency of representational similarity across datasets

June 04, 2025
https://doi.org/10.48550/arXiv.2411.05561

Maximilian Dreyer, Lorenz Hufe, Jim Berend, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek

From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance

May 26, 2025
https://arxiv.org/abs/2505.20229

Tobias Hinz, Haricharan Lakshman, Jan Stegemann, Philipp Helle, Mischa Siekmann, Karsten Suehring, Detlev Marpe, Heiko Schwarz, Christian Bartnik, Ali Atef Ibrahim Khairat Abdelhamid et al.

Scalable video coding using inter-layer prediction contribution to enhancement layer prediction

May 22, 2025
https://patents.google.com/patent/US20250168408A1/en

Patrick Kahardipraja, Reduan Achtibat, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation

May 21, 2025
https://doi.org/10.48550/arXiv.2505.15807

Tancredi Massimo Pentimalli, Simon Schallenberg, Daniel León-Periñán, Ivano Legnini, Ilan Theurillat, Gwendolin Thomas, Anastasiya Boltengagen, Sonja Fritzsche, Jose Nimo, Lukas Ruff et al.

Combining spatial transcriptomics and ECM imaging in 3D for mapping cellular interactions in the tumor microenvironment

May 21, 2025
https://www.cell.com/cell-systems/fulltext/S2405-4712(25)00094-8

Qianli Wang, Van Bach Nguyen, Nils Feldhus, Luis Felipe Villa-Arenas, Christin Seifert, Sebastian Möller, Vera Schmitt

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals

May 20, 2025
https://doi.org/10.48550/arXiv.2505.13972