Simon Schrodi

According to our database, Simon Schrodi authored at least 15 papers between 2021 and 2025.

Collaborative distances:

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

2025

When and How Does CLIP Enable Domain and Compositional Generalization?

Elias Kempf, Simon Schrodi, Max Argus, Thomas Brox

CoRR, February, 2025

Selective Concept Bottleneck Models Without Predefined Concepts.

Simon Schrodi, Julian Schur, Max Argus, Thomas Brox

Trans. Mach. Learn. Res., 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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 Representation Learning.

Simon Schrodi, David T. Hoffmann, Max Argus, Volker Fischer, Thomas Brox

CoRR, 2024

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems.

David T. Hoffmann, Simon Schrodi, Jelena Bratulic, Nadine Behrmann, Volker Fischer, Thomas Brox

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Latent Diffusion Counterfactual Explanations.

Simon Schrodi, Karim Farid, Max Argus, Thomas Brox

Proceedings of the Pattern Recognition, 2024

Is Mamba Capable of In-Context Learning?

Riccardo Grazzi, Julien Niklas Siems, Simon Schrodi, Thomas Brox, Frank Hutter

Proceedings of the International Conference on Automated Machine Learning, 2024

2023

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems.

David T. Hoffmann, Simon Schrodi, Nadine Behrmann, Volker Fischer, Thomas Brox

CoRR, 2023

Climate-sensitive Urban Planning through Optimization of Tree Placements.

Simon Schrodi, Ferdinand Briegel, Max Argus, Andreas Christen, Thomas Brox

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Towards Discovering Neural Architectures from Scratch.

Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter

CoRR, 2022

Towards Understanding Adversarial Robustness of Optical Flow Networks.

Simon Schrodi, Tonmoy Saikia, Thomas Brox

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

What Causes Optical Flow Networks to be Vulnerable to Physical Adversarial Attacks.

Simon Schrodi, Tonmoy Saikia, Thomas Brox

CoRR, 2021