Thomas Brox

University of Freiburg — Germany

Computer Science · Physical Sciences

87h-index135.8kcitations431works29.92yr avg
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Research Topics

Advanced Vision and Imaging(115), Advanced Neural Network Applications(69), Advanced Image and Video Retrieval Techniques(61), Human Pose and Action Recognition(56), Domain Adaptation and Few-Shot Learning(50)

Publications430 total

StorySync: Training-Free Subject Consistency via Region Harmonization
Lecture notes in computer science·2026
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters
2025· 1 cited
Deep learning enables city-wide climate projections of street-level heat stress
Urban Climate·2025· 1 citedOpen Access
Orbis: Overcoming Challenges of Long-Horizon Prediction in Driving World Models
ArXiv.org·2025Open Access
High Resolution City-Scale Climate Projections of Urban Heat Stress based on an Deep Learning Approach
2025Open Access
Using Knowledge Graphs to harvest datasets for efficient CLIP model training
ArXiv.org·2025Open Access
Realistic Evaluation of Deep Active Learning for Image Classification and Semantic Segmentation
International Journal of Computer Vision·2025· 7 citedOpen Access
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark
2025· 2 cited
sshELF: Single-Shot Hierarchical Extrapolation of Latent Features for 3D Reconstruction from Sparse-Views
arXiv (Cornell University)·2025Open Access
Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling
arXiv (Cornell University)·2025Open Access
U-Prithvi: Integrating a Foundation Model and U-Net for Enhanced Flood Inundation Mapping
Dagstuhl Research Online Publication Server·2025· 913 citedOpen Access
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters
ArXiv.org·2025Open Access
Anomaly Detection with Conditioned Denoising Diffusion Models
Lecture notes in computer science·2025· 15 cited
Latent Diffusion Counterfactual Explanations
Lecture notes in computer science·2025
SEED4D: A Synthetic Ego--Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark
arXiv (Cornell University)·2024Open Access
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond
Lecture notes in computer science·2024· 3 cited
DITTO: Demonstration Imitation by Trajectory Transformation
2024· 11 cited
Constrained Reinforcement Learning for Safe Heat Pump Control
arXiv (Cornell University)·2024Open Access
Author Correction: Microridge-like structures anchor motile cilia
Nature Communications·2024Open Access
Learning Robotic Manipulation Policies from Point Clouds with Conditional Flow Matching
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

Alexey Dosovitskiy(18), Philipp Fischer(7), Eddy Ilg(7), Olaf Ronneberger(6), Daniel Cremers(5), Jost Tobias Springenberg(5), Jitendra Malik(5), Özgün Çiçek(4), Margret Keuper(4), Joachim Weickert(4), Maxim Tatarchenko(4), Peter Ochs(4), Ahmed Abdulkadir(3), Caner Hazırbaş(3), Vladimir Golkov(3), N. Michael Mayer(3), Martin Riedmiller(3), Gabriel L. Oliveira(3), Soeren S. Lienkamp(2), Philip Häusser(2)