Publications

Display the complete list (379 publications)

1 2 3 4 5 6 7 8 9 10 11 12 13 »

2026

Conference

Towards Understanding Subliminal Learning: When and How Hidden Biases Transfer Paper doi> Code/data

Simon Schrodi, Elias Kempf, F. Barez, Thomas Brox

International Conference on Learning Representations (ICLR), 2026

2025

Journal

Selective Concept Bottleneck Models Without Predefined Concepts Paper 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? Paper 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 Paper doi> Code/data

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

International Conference on Learning Representations (ICLR), 2025

Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space Code/data

Leonhard Sommer, O. D?nkel, C. Theobalt, A. Kortylewski

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation doi>

David T. Hoffmann, S. Raza, H. Jiang, D. Tananaev, S. Klingenhoefer, M. Meinke

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal Large Language Models

S. Mokhtar, Arian Mousakhan, Silvio Galesso, J. Tayyub, Thomas Brox

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshops, 2025

Using Knowledge Graphs to harvest datasets for efficient CLIP model training Paper doi> Code/data

Simon Ging, S. Walter, Jelena Bratulić, Johannes Dienert, H. Bast, Thomas Brox

German Conference on Pattern Recognition (GCPR), 2025

Common Data Properties Limit Object-Attribute Binding in CLIP Paper doi> Code/data

B. Gurung, David T. Hoffmann, Thomas Brox

German Conference on Pattern Recognition (GCPR), 2025

Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling

Jelena Bratulić, Sudhanshu Mittal, David T. Hoffmann, S. B?hm, R. Schirrmeister, T. Ball, C. Rupprecht, Thomas Brox

German Conference on Pattern Recognition (GCPR), 2025

Orbis: Overcoming Challenges of Long-Horizon Prediction in Driving World Models

Arian Mousakhan, Sudhanshu Mittal, Silvio Galesso, Karim Farid, Thomas Brox

Advances in Neural Information Processing Systems (NeurIPS), 2025

2024

Conference

Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalization doi> Code/data

S. Prasanna, Karim Farid, R. Rajan, A. Biedenkapp

Reinforcement Learning Conference, 2024

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems Paper doi> Code/data

David T. Hoffmann, Simon Schrodi, Jelena Bratulić, N. Behrmann, V. Fischer, Thomas Brox

International Conference on Machine Learning (ICML), 2024

CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity Paper

A. Bhatt, D. Palenicek, B. Belousov, Max Argus, Artemij Amiranashvili, Thomas Brox, J. Peters

International Conference on Learning Representations (ICLR), 2024

Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy Paper Code/data

Simon Ging, Maria A. Bravo, Thomas Brox

International Conference on Learning Representations (ICLR), May 2024

Compositional Servoing by Recombining Demonstrations

Max Argus, A. Nayak, M. B?chner, Silvio Galesso, A. Valada, Thomas Brox

IEEE International Conference on Robotics and Automation (ICRA), 2024

Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation Paper Code/data

Philipp Schr?ppel, C. Wewer, J. Lenssen, E. Ilg, Thomas Brox

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos Paper Code/data

Leonhard Sommer, Artur Jesslen, Eddy Ilg, Adam Kortylewski

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

Latent Diffusion Counterfactual Explanations Paper doi> Code/data

Simon Schrodi, Karim Farid, Max Argus, Thomas Brox

German Conference on Pattern Recognition (GCPR), 2024

Anomaly detection with conditioned denoising diffusion models

Arian Mousakhan, Thomas Brox, J. Tayyub

German Conference on Pattern Recognition (GCPR), 2024

Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Paper

Silvio Galesso, Philipp Schr?ppel, H. Driss, Thomas Brox

European Conference on Computer Vision (ECCV), 2024

2023

Journal

Modelling long-term thermal comfort conditions in urban environments using a deep convolutional encoder-decoder as a computational shortcut doi>

F. Briegel, Osama Makansi, A. Matzarakis, Thomas Brox, A. Christen

Urban Climate, 47, Jan 2023

Conference

Unsupervised semantic segmentation with self-supervised object-centric representations Paper

A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, Thomas Brox

International Conference on Learning Representations (ICLR), 2023

Bridging the gap to real-world object-centric learning Paper

M. Seitzer, M. Horn, A. Zadaianchuk, D. Zietlow, T. Xiao, C. Simon-Gabriel, T. He, Z. Zhang, B. Sch?lkopf, Thomas Brox, F. Locatello

International Conference on Learning Representations (ICLR), 2023

Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Paper

Silvio Galesso, Max Argus, Thomas Brox

IEEE International Conference on Computer Vision (ICCV), Workshops, 2023

Open-vocabulary Attribute Detection Paper Code/data

Maria A. Bravo, Sudhanshu Mittal, Simon Ging, Thomas Brox

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023

Best Practices in Active Learning for Semantic Segmentation Paper

Sudhanshu Mittal, J. Niemeijer, J. Schäfer, Thomas Brox

German Conference on Pattern Recognition (GCPR), 2023

Climate-sensitive Urban Planning through Optimization of Tree Placements Paper 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 Paper Code/data

Simon Schrodi, D. Stoll, B. Ru, R. Sukthanker, Thomas Brox, F. Hutter

Advances in Neural Information Processing Systems (NeurIPS), 2023

2022

Journal

3D pose estimation enables virtual head fixation in freely moving rats Paper doi>

A. Schneider, Christian Zimmermann, M. Alyahyay, F. Steenbergen, Thomas Brox, I. Diester

Neuron, 110(13): 2080-2093, Jul 2022

Display the complete list (379 publications)

1 2 3 4 5 6 7 8 9 10 11 12 13 »