What Causes Optical Flow Networks to be Vulnerable to Physical Adversarial Attacks. - Simon Schrodi; Tonmoy Saikia; Thomas Brox (CoRR, 2021)

Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization. - Julia Guerrero-Viu; Sven Hauns; Sergio Izquierdo; Guilherme Miotto; Simon Schrodi; Andre Biedenkapp; Thomas Elsken; Difan Deng; Marius Lindauer; Frank Hutter (CoRR, 2021)

Towards Understanding Adversarial Robustness of Optical Flow Networks. - Simon Schrodi; Tonmoy Saikia; Thomas Brox (CVPR, 2022)

Towards Discovering Neural Architectures from Scratch. - Simon Schrodi; Danny Stoll; Binxin Ru; Rhea Sukthanker; Thomas Brox; Frank Hutter (CoRR, 2022)

Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars. - Simon Schrodi; Danny Stoll; Binxin Ru; Rhea Sukthanker; Thomas Brox; Frank Hutter (NeurIPS, 2023)

Climate-sensitive Urban Planning through Optimization of Tree Placements. - Simon Schrodi; Ferdinand Briegel; Max Argus; Andreas Christen; Thomas Brox (CoRR, 2023)

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. - David T. Hoffmann; Simon Schrodi; Nadine Behrmann; Volker Fischer 003; Thomas Brox (CoRR, 2023)

Is Mamba Capable of In-Context Learning? - Riccardo Grazzi; Julien Niklas Siems; Simon Schrodi; Thomas Brox; Frank Hutter (AutoML, 2024)

Latent Diffusion Counterfactual Explanations. - Simon Schrodi; Karim Farid; Max Argus; Thomas Brox (GCPR (1), 2024)

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. - David T. Hoffmann; Simon Schrodi; Jelena Bratulic; Nadine Behrmann; Volker Fischer 003; Thomas Brox (ICML, 2024)

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning. - Simon Schrodi; David T. Hoffmann; Max Argus; Volker Fischer 003; Thomas Brox (CoRR, 2024)

Concept Bottleneck Models Without Predefined Concepts. - Simon Schrodi; Julian Schur; Max Argus; Thomas Brox (CoRR, 2024)

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models. - Simon Schrodi; David T. Hoffmann; Max Argus; Volker Fischer 003; Thomas Brox (ICLR, 2025)

Selective Concept Bottleneck Models Without Predefined Concepts. - Simon Schrodi; Julian Schur; Max Argus; Thomas Brox (Trans. Mach. Learn. Res., 2025)

When and How Does CLIP Enable Domain and Compositional Generalization? - Elias Kempf; Simon Schrodi; Max Argus; Thomas Brox (CoRR, 2025)