Jonas Fischer

According to our database, Jonas Fischer authored at least 35 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Seeing Through Circuits: Faithful Mechanistic Interpretability for Vision Transformers.

Nina Zukowska, Wolfgang Stammer, Bernt Schiele, Jonas Fischer

CoRR, April, 2026

Certified Circuits: Stability Guarantees for Mechanistic Circuits.

Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz, Jonas Fischer

CoRR, February, 2026

Insight: Interpretable Semantic Hierarchies in Vision-Language Encoders.

Kai Wittenmayer, Sukrut Rao, Amin Parchami-Araghi, Bernt Schiele, Jonas Fischer

CoRR, January, 2026

Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark.

Yu Wu, Ke Shu, Jonas Fischer, Lidia Pivovarova, David Rosson, Eetu Mäkelä, Mikko Tolonen

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions.

Ada Gorgun, Fawaz Sammani, Nikos Deligiannis, Bernt Schiele, Jonas Fischer

CoRR, December, 2025

FaCT: Faithful Concept Traces for Explaining Neural Network Decisions.

Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer, Bernt Schiele

CoRR, October, 2025

Escaping Plato's Cave: Robust Conceptual Reasoning through Interpretable 3D Neural Object Volumes.

Nhi Pham, Bernt Schiele, Adam Kortylewski, Jonas Fischer

CoRR, March, 2025

Unlocking Open-Set Language Accessibility in Vision Models.

Fawaz Sammani, Jonas Fischer, Nikos Deligiannis

CoRR, March, 2025

Now you see me! A framework for obtaining class-relevant saliency maps.

Nils Philipp Walter, Jilles Vreeken, Jonas Fischer

CoRR, March, 2025

Investigating the Effects of Haptic Illusions in Collaborative Virtual Reality.

Yannick Weiss, Julian Rasch, Jonas Fischer, Florian Müller

IEEE Trans. Vis. Comput. Graph., 2025

Near-Infrared Spectroscopy and Image Classification of Refuse Derived Fuels to Increase Cement Production Quality.

Jonas Fischer, Luca Fehler, Kevin Treiber, Viktor Scherer

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow.

Ada Gorgun, Bernt Schiele, Jonas Fischer

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Disentangling Polysemantic Channels in Convolutional Neural Networks.

Robin Hesse, Jonas Fischer, Simone Schaub-Meyer, Stefan Roth

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns.

Michael A. Hedderich, Anyi Wang, Raoyuan Zhao, Florian Eichin, Jonas Fischer, Barbara Plank

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Sailing in high-dimensional spaces: Low-dimensional embeddings through angle preservation.

Jonas Fischer, Rong Ma

CoRR, 2024

Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge.

Intekhab Hossain, Jonas Fischer, Rebekka Burkholz, John Quackenbush

CoRR, 2024

BONOBO: Bayesian Optimized Sample-Specific Networks Obtained by Omics Data.

Enakshi Saha, Viola Fanfani, Panagiotis Mandros, Marouen Ben Guebila, Jonas Fischer, Katherine H. Shutta, Kimberly Glass, Dawn L. DeMeo, Camila Miranda Lopes-Ramos, John Quackenbush

Proceedings of the Research in Computational Molecular Biology, 2024

Pruning neural network models for gene regulatory dynamics using data and domain knowledge.

Intekhab Hossain, Jonas Fischer, Rebekka Burkholz, John Quackenbush

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Finding Interpretable Class-Specific Patterns through Efficient Neural Search.

Nils Philipp Walter, Jonas Fischer, Jilles Vreeken

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Understanding and Mitigating Classification Errors Through Interpretable Token Patterns.

Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken

CoRR, 2023

Preserving local densities in low-dimensional embeddings.

Jonas Fischer, Rebekka Burkholz, Jilles Vreeken

CoRR, 2023

Efficiently quantifying DNA methylation for bulk- and single-cell bisulfite data.

Jonas Fischer, Marcel H. Schulz

Bioinform., 2023

Federated Learning from Small Datasets.

Michael Kamp, Jonas Fischer, Jilles Vreeken

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

More than the sum of its parts - pattern mining, neural networks, and how they complement each other.

Jonas Fischer

PhD thesis, 2022

Estimating Mutual Information via Geodesic <i>k</i>NN.

Alexander Marx, Jonas Fischer

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Label-Descriptive Patterns and Their Application to Characterizing Classification Errors.

Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken

Proceedings of the International Conference on Machine Learning, 2022

Plant 'n' Seek: Can You Find the Winning Ticket?

Jonas Fischer, Rebekka Burkholz

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Estimating Mutual Information via Geodesic kNN.

Alexander Marx, Jonas Fischer

CoRR, 2021

Towards strong pruning for lottery tickets with non-zero biases.

Jonas Fischer, Rebekka Burkholz

CoRR, 2021

Factoring out prior knowledge from low-dimensional embeddings.

Edith Heiter, Jonas Fischer, Jilles Vreeken

CoRR, 2021

Differentiable Pattern Set Mining.

Jonas Fischer, Jilles Vreeken

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

What's in the Box? Exploring the Inner Life of Neural Networks with Robust Rules.

Jonas Fischer, Anna Oláh, Jilles Vreeken

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Discovering Succinct Pattern Sets Expressing Co-Occurrence and Mutual Exclusivity.

Jonas Fischer, Jilles Vreeken

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Sets of Robust Rules, and How to Find Them.

Jonas Fischer, Jilles Vreeken

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2011

Multi-pass rendering of stereoscopic video on consumer graphics cards.

Jonas Schild, Sven Seele, Jonas Fischer, Maic Masuch

Proceedings of the Symposium on Interactive 3D Graphics and Games, 2011