TB
Thomas Brox
cs.CVcs.LGcs.AIcs.ROstat.MLcs.NEcs.CLAlgorithmsArtificial Intelligencecs.IR
On Valency
published · living versionsW_epf6zj82·v1 · currentpublished
U-Net: Convolutional Networks for Biomedical Image Segmentation
with Olaf Ronneberger, Philipp Fischer
1 version
W_855av47z·v1published
Preprints & journals
172 papers in the corpus · 1992–2026CRISCross: Integration of Epigenetic Information for Deep-Learning-Based Prediction of CRISPR-Cas9 Off-Targets Across Cell Types10.64898/2026.10.09.757843v1 · Jobson Pargeter, W., Rabsch, D., Kaufmann, M. M. et al.2026 · 0 citationsbioRxiv
Orbis 2: A Hierarchical World Model for Driving2607.15898v1 · Sudhanshu Mittal, Arian Mousakhan, Silvio Galesso et al.2026 · 0 citationsarXiv
Scalable Training of Spatially Grounded 2D Vision-Language Models for Radiology2606.20477v2 · Yusuf Salcan, Simon Ging, Robin Tibor Schirrmeister et al.2026 · 0 citationsarXiv
The Surprising Effectiveness of Canonical Knowledge Distillation for Semantic Segmentation2604.25530v2 · Muhammad Ali, Kevin Alexander Laube, Madan Ravi Ganesh et al.2026 · 0 citationsarXiv
Assessing Multimodal Chronic Wound Embeddings with Expert Triplet Agreement2603.29376v2 · Fabian Kabus, Julia Hindel, Jelena Bratuli'c et al.2026 · 0 citationsarXiv
Embedding interpretable -regression into neural networks for uncovering temporal structure in cell imaging2603.02899v2 · Fabian Kabus, Maren Hackenberg, Julia Hindel et al.2026 · 0 citationsarXiv
Learning to Read Where to Look: Disease-Aware Vision-Language Pretraining for 3D CT2603.02026v1 · Simon Ging, Philipp Arnold, Sebastian Walter et al.2026 · 0 citationsarXiv
Simple LLM Baselines are Competitive for Model Diffing2602.10371v1 · Elias Kempf, Simon Schrodi, Bartosz Cywi'nski et al.2026 · 0 citationsarXiv
What Drives Compositional Generalization in Visual Generative Models? The Importance of Continuous Training Objectives2510.03075v4 · Karim Farid, Rajat Sahay, Yumna Ali Alnaggar et al.2025 · 0 citationsarXiv
Towards Understanding Subliminal Learning: When and How Hidden Biases Transfer2509.23886v2 · Simon Schrodi, Elias Kempf, Fazl Barez et al.2025 · 0 citationsarXiv
StorySync: Training-Free Subject Consistency in Text-to-Image Generation via Region Harmonization2508.03735v1 · Gopalji Gaur, Mohammadreza Zolfaghari, Thomas Brox2025 · 0 citationsarXiv
Orbis: Overcoming Challenges of Long-Horizon Prediction in Driving World Models2507.13162v2 · Arian Mousakhan, Sudhanshu Mittal, Silvio Galesso et al.2025 · 0 citationsarXiv
Common Data Properties Limit Object-Attribute Binding in CLIP2507.07985v2 · Bijay Gurung, David T. Hoffmann, Thomas Brox2025 · 0 citationsarXiv
cVLA: Towards Efficient Camera-Space VLAs2507.02190v2 · Max Argus, Jelena Bratulic, Houman Masnavi et al.2025 · 0 citationsarXiv
Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal Large Language Models2505.02626v1 · Sassan Mokhtar, Arian Mousakhan, Silvio Galesso et al.2025 · 7 citationsarXiv
Using Knowledge Graphs to harvest datasets for efficient CLIP model training2505.02746v3 · Simon Ging, Sebastian Walter, Jelena Bratuli'c et al.2025 · 0 citationsarXiv
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters2503.03299v1 · Julia Hindel, Rohit Mohan, Jelena Bratulic et al.2025 · 2 citationsarXiv
When and How Does CLIP Enable Domain and Compositional Generalization?2502.09507v3 · Elias Kempf, Simon Schrodi, Max Argus et al.2025 · 0 citationsarXiv
sshELF: Single-Shot Hierarchical Extrapolation of Latent Features for 3D Reconstruction from Sparse-Views2502.04318v1 · Eyvaz Najafli, Marius Kastingschafer, Sebastian Bernhard et al.2025 · 0 citationsarXiv
Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling2501.06256v3 · Jelena Bratuli'c, Sudhanshu Mittal, David T. Hoffmann et al.2025 · 0 citationsarXiv
SEED4D: A Synthetic Ego--Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark2412.00730v2 · Marius Kastingschafer, Th'eo Gieruc, Sebastian Bernhard et al.2024 · 5 citationsProceedings of the Winter Conference on Applications of Computer Vision (WACV), 7741-7753, 2025
Constrained Reinforcement Learning for Safe Heat Pump Control2409.19716v2 · Baohe Zhang, Lilli Frison, Thomas Brox et al.2024 · 0 citationsarXiv
Author Correction: Microridge-like structures anchor motile cilia.39313506 · Yasunaga, Takayuki, Wiegel, Johannes, Bergen, Max D et al.2024 · 0 citationsNature communications. 2024;15(1):8252
Learning Robotic Manipulation Policies from Point Clouds with Conditional Flow Matching2409.07343v1 · Eugenio Chisari, Nick Heppert, Max Argus et al.2024 · 3 citationsarXiv
Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning2409.01483v1 · Soumajyoti Sarkar, Leonard Lausen, Volkan Cevher et al.2024 · 1 citationarXiv
Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach2408.07249v2 · Zechen Bai, Tianjun Xiao, Tong He et al.2024 · 0 citationsarXiv
Internal world models in humans, animals, and AI.39127038 · Diester, Ilka, Bartos, Marlene, Bödecker, Joschka et al.2026 · 2 citationsNeuron. 2024;112(16):2823
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond2407.15739v1 · Silvio Galesso, Philipp Schroppel, Hssan Driss et al.2024 · 7 citationsarXiv
Internal world models in humans, animals, and AI.39024919 · Diester, Ilka, Bartos, Marlene, Bödecker, Joschka et al.2024 · 8 citationsNeuron. 2024;112(14):2265-2268
Concept Bottleneck Models Without Predefined Concepts2407.03921v1 · Simon Schrodi, Julian Schur, Max Argus et al.2024 · 0 citationsarXiv
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models2404.07983v3 · Simon Schrodi, David T. Hoffmann, Max Argus et al.2024 · 1 citationarXiv
DITTO: Demonstration Imitation by Trajectory Transformation2403.15203v2 · Nick Heppert, Max Argus, Tim Welschehold et al.2024 · 17 citationsarXiv
Constrained Reinforcement Learning with Smoothed Log Barrier Function2403.14508v1 · Baohe Zhang, Yuan Zhang, Lilli Frison et al.2024 · 1 citationarXiv
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy2402.07270v2 · Simon Ging, Mar'ia A. Bravo, Thomas Brox2024 · 2 citationsarXiv
Is Mamba Capable of In-Context Learning?2402.03170v2 · Riccardo Grazzi, Julien Siems, Simon Schrodi et al.2024 · 11 citationsarXiv
Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation2312.14124v2 · Philipp Schroppel, Christopher Wewer, Jan Eric Lenssen et al.2023 · 7 citationsarXiv
Structure and dynamics of human cardiac fibroblast nanotubes10.1101/2023.11.28.568871v2 · Schmid-Herbstritt, S. C., Stief, G., Greiner, J. et al.2023 · 0 citationsbioRxiv
Amodal Optical Flow2311.07761v2 · Maximilian Luz, Rohit Mohan, Ahmed Rida Sekkat et al.2023 · 1 citationarXiv
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems2310.12956v2 · David T. Hoffmann, Simon Schrodi, Jelena Bratuli'c et al.2023 · 3 citationsarXiv
Latent Diffusion Counterfactual Explanations2310.06668v1 · Karim Farid, Simon Schrodi, Max Argus et al.2023 · 3 citationsarXiv
Climate-sensitive Urban Planning through Optimization of Tree Placements2310.05691v1 · Simon Schrodi, Ferdinand Briegel, Max Argus et al.2023 · 1 citationarXiv
Compositional Servoing by Recombining Demonstrations2310.04271v1 · Max Argus, Abhijeet Nayak, Martin Buchner et al.2023 · 1 citationarXiv
Unsupervised Open-Vocabulary Object Localization in Videos2309.09858v2 · Ke Fan, Zechen Bai, Tianjun Xiao et al.2023 · 6 citationsarXiv
Object-Centric Multiple Object Tracking2309.00233v2 · Zixu Zhao, Jiaze Wang, Max Horn et al.2023 · 13 citationsarXiv
Anomaly Detection with Conditioned Denoising Diffusion Models2305.15956v2 · Arian Mousakhan, Thomas Brox, Jawad Tayyub2023 · 79 citationsProceedings of the 46th German Conference on Pattern Recognition (GCPR 2024), Lecture Notes in Computer Science, vol. 14641, Springer, 2025
Requirements for mammalian promoters to decode transcription factor dynamics.37070176 · Antwi, Enoch B, Marrakchi, Yassine, Çiçek, Özgün et al.2023 · 5 citationsNucleic acids research. 2023;51(9):4674-4690
Best Practices in Active Learning for Semantic Segmentation2302.04075v2 · Sudhanshu Mittal, Joshua Niemeijer, Jorg P. Schafer et al.2023 · 21 citationsarXiv
Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding.36456557 · Melbaum, Svenja, Russo, Eleonora, Eriksson, David et al.2022 · 17 citationsNature communications. 2022;13(1):7420
Open-vocabulary Attribute Detection2211.12914v2 · Mar'ia A. Bravo, Sudhanshu Mittal, Simon Ging et al.2022 · 1 citationarXiv
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection2211.06660v2 · Silvio Galesso, Max Argus, Thomas Brox2022 · 17 citationsarXiv
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