Schrodi, Simon

9 publications

TMLR 2025 Selective Concept Bottleneck Models Without Predefined Concepts Simon Schrodi, Julian Schur, Max Argus, Thomas Brox

ICLR 2025 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, Thomas Brox

ICML 2025 When and How Does CLIP Enable Domain and Compositional Generalization? Elias Kempf, Simon Schrodi, Max Argus, Thomas Brox

ICML 2024 Eureka-Moments in Transformers: Multi-Step Tasks Reveal SoftMax Induced Optimization Problems David T Hoffmann, Simon Schrodi, Jelena Bratulić, Nadine Behrmann, Volker Fischer, Thomas Brox

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

NeurIPS 2023 Construction of Hierarchical Neural Architecture Search Spaces Based on Context-Free Grammars Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter

NeurIPSW 2022 Towards Discovering Neural Architectures from Scratch Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sanjay Sukthanker, Thomas Brox, Frank Hutter

CVPR 2022 Towards Understanding Adversarial Robustness of Optical Flow Networks Simon Schrodi, Tonmoy Saikia, Thomas Brox

ICMLW 2021 Bag of Baselines for Multi-Objective Joint Neural Architecture Search and Hyperparameter Optimization Sergio Izquierdo, Julia Guerrero-Viu, Sven Hauns, Guilherme Miotto, Simon Schrodi, André Biedenkapp, Thomas Elsken, Difan Deng, Marius Lindauer, Frank Hutter