Fischer, Jonas

11 publications

CVPRW 2025 Disentangling Polysemantic Channels in Convolutional Neural Networks Robin Hesse, Jonas Fischer, Simone Schaub-Meyer, Stefan Roth

NeurIPS 2025 FaCT: Faithful Concept Traces for Explaining Neural Network Decisions Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer, Bernt Schiele

ECML-PKDD 2025 Near-Infrared Spectroscopy and Image Classification of Refuse Derived Fuels to Increase Cement Production Quality Jonas Fischer, Luca Fehler, Kevin Treiber, Viktor Scherer

ICCV 2025 VITAL: More Understandable Feature Visualization Through Distribution Alignment and Relevant Information Flow Ada Görgün, Bernt Schiele, Jonas Fischer

AAAI 2024 Finding Interpretable Class-Specific Patterns Through Efficient Neural Search Nils Philipp Walter, Jonas Fischer, Jilles Vreeken

NeurIPS 2024 Pruning Neural Network Models for Gene Regulatory Dynamics Using Data and Domain Knowledge Intekhab Hossain, Jonas Fischer, Rebekka Burkholz, John Quackenbush

ICLR 2023 Federated Learning from Small Datasets Michael Kamp, Jonas Fischer, Jilles Vreeken

ICML 2022 Label-Descriptive Patterns and Their Application to Characterizing Classification Errors Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken

ICLR 2022 Plant 'n' Seek: Can You Find the Winning Ticket? Jonas Fischer, Rebekka Burkholz

ICML 2021 What’s in the Box? Exploring the Inner Life of Neural Networks with Robust Rules Jonas Fischer, Anna Olah, Jilles Vreeken

ECML-PKDD 2019 Sets of Robust Rules, and How to Find Them Jonas Fischer, Jilles Vreeken