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Simon Schrodi

PhD Student

Computer Vision Lab
Department of Computer Science
University of Freiburg
Germany

Office location:
Georges-Köhler-Allee, building 052, 2nd floor, room 01-041
79110 Freiburg

Phone: +49 761 203 8217
E-Mail: schrodi[at]cs[dot]uni-freiburg[dot]de

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Research Interest Projects Curriculum Vitae Publications Teaching

Publications

2025
Journal
Selective Concept Bottleneck Models Without Predefined Concepts   Paperpaper-ucbm.pdf doi> Code/data
Simon Schrodi, J. Schur, Max Argus, Thomas Brox
Transactions on Machine Learning Research (TMLR), May 2025

Conference
When and How Does CLIP Enable Domain and Compositional Generalization?   Paperpaper-clip-comp-gen.pdf doi> Code/data
Elias Kempf, Simon Schrodi, Max Argus, Thomas Brox
International Conference on Machine Learning (ICML), 2025
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models   Paperpaper-Two_Effects_One_Trigger.pdf doi> Code/data
Simon Schrodi, David T. Hoffmann, Max Argus, V. Fischer, Thomas Brox
International Conference on Learning Representations (ICLR), 2025
 
2024

Conference
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems   Paperpaper-hoffmann_eureka.pdf doi> Code/data
David T. Hoffmann, Simon Schrodi, Jelena Bratulić, N. Behrmann, V. Fischer, Thomas Brox
International Conference on Machine Learning (ICML), 2024
Latent Diffusion Counterfactual Explanations   Paperpaper-ldce.pdf doi> Code/data
Simon Schrodi, Karim Farid, Max Argus, Thomas Brox
German Conference on Pattern Recognition (GCPR), 2024
 
2023

Conference
Climate-sensitive Urban Planning through Optimization of Tree Placements   Paperpaper-planting_trees.pdf Code/data
Simon Schrodi, F. Briegel, Max Argus, A. Christen, Thomas Brox
Advances in Neural Information Processing Systems (NeurIPS) Workshop, 2023
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars   Paperpaper-hnas.pdf Code/data
Simon Schrodi, D. Stoll, B. Ru, R. Sukthanker, Thomas Brox, F. Hutter
Advances in Neural Information Processing Systems (NeurIPS), 2023
 
2022

Conference
Towards Understanding Adversarial Robustness of Optical Flow Networks   Paperpaper-understanding-flow-robustness.pdf Code/data
Simon Schrodi, Tonmoy Saikia, Thomas Brox
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
 
2021

Conference
Bag of Baselines for Multi-Objective Joint Neural Architecture Search and Hyperparameter Optimization   Paperpaper-bag-of-baselines.pdf Code/data
S. Izquierdo, J. Guerrero-Viu, S. Hauns, G. Miotto, Simon Schrodi, T. Elsken, D. Deng, M. Lindauer, F. Hutter
ICML Workshop on Automated Machine Learning (AutoML), 2021