| 2025 | CVPR | Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal Large Language Models. | Sassan Mokhtar, Arian Mousakhan, Silvio Galesso, Jawad Tayyub, Thomas Brox |
| 2025 | ICLR | Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach. | Zechen Bai, Tianjun Xiao, Tong He, Pichao Wang, Zheng Zhang, Thomas Brox, Mike Zheng Shou |
| 2025 | ICLR | 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 |
| 2025 | ICML | When and How Does CLIP Enable Domain and Compositional Generalization? | Elias Kempf, Simon Schrodi, Max Argus, Thomas Brox |
| 2025 | IROS | Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters. | Julia Hindel, Rohit Mohan, Jelena Bratulic, Daniele Cattaneo, Thomas Brox, Abhinav Valada |
| 2025 | WACV | SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark. | Marius Kstingschfer, Tho Gieruc, Sebastian Bernhard, Dylan Campbell, Eldar Insafutdinov, Eyvaz Najafli, Thomas Brox |
| 2024 | CoRL | Learning Robotic Manipulation Policies from Point Clouds with Conditional Flow Matching. | Eugenio Chisari, Nick Heppert, Max Argus, Tim Welschehold, Thomas Brox, Abhinav Valada |
| 2024 | CVPR | Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation. | Philipp Schrppel, Christopher Wewer, Jan Eric Lenssen, Eddy Ilg, Thomas Brox |
| 2024 | ECCV | Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond. | Silvio Galesso, Philipp Schrppel, Hssan Driss, Thomas Brox |
| 2024 | ICLR | CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity. | Aditya Bhatt, Daniel Palenicek, Boris Belousov, Max Argus, Artemij Amiranashvili, Thomas Brox, Jan Peters |
| 2024 | ICLR | Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy. | Simon Ging, Mara Alejandra Bravo, Thomas Brox |
| 2024 | ICML | 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 |
| 2024 | ICRA | Compositional Servoing by Recombining Demonstrations. | Max Argus, Abhijeet Nayak, Martin Bchner, Silvio Galesso, Abhinav Valada, Thomas Brox |
| 2024 | ICRA | Amodal Optical Flow. | Maximilian Luz, Rohit Mohan, Ahmed Rida Sekkat, Oliver Sawade, Elmar Matthes, Thomas Brox, Abhinav Valada |
| 2024 | IROS | DITTO: Demonstration Imitation by Trajectory Transformation. | Nick Heppert, Max Argus, Tim Welschehold, Thomas Brox, Abhinav Valada |
| 2023 | CVPR | Open-vocabulary Attribute Detection. | Mara Alejandra Bravo, Sudhanshu Mittal, Simon Ging, Thomas Brox |
| 2023 | ICCV | Unsupervised Open-Vocabulary Object Localization in Videos. | Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He |
| 2023 | ICCV | Object-Centric Multiple Object Tracking. | Zixu Zhao, Jiaze Wang, Max Horn, Yizhuo Ding, Tong He, Zechen Bai, Dominik Zietlow, Carl-Johann Simon-Gabriel, Bing Shuai, Zhuowen Tu, Thomas Brox, Bernt Schiele, Yanwei Fu, Francesco Locatello, Zheng Zhang, Tianjun Xiao |
| 2023 | ICLR | Bridging the Gap to Real-World Object-Centric Learning. | Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schlkopf, Thomas Brox, Francesco Locatello |
| 2023 | ICLR | Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations. | Andrii Zadaianchuk, Matthus Kleindessner, Yi Zhu, Francesco Locatello, Thomas Brox |
| 2022 | AAAI | Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. | David T. Hoffmann, Nadine Behrmann, Juergen Gall, Thomas Brox, Mehdi Noroozi |
| 2022 | CVPR | Towards Total Recall in Industrial Anomaly Detection. | Karsten Roth, Latha Pemula, Joaquin Zepeda, Bernhard Schlkopf, Thomas Brox, Peter V. Gehler |
| 2022 | CVPR | Towards Understanding Adversarial Robustness of Optical Flow Networks. | Simon Schrodi, Tonmoy Saikia, Thomas Brox |
| 2022 | ECCV | Probing Contextual Diversity for Dense Out-of-Distribution Detection. | Silvio Galesso, Mara Alejandra Bravo, Mehdi Naouar, Thomas Brox |
| 2022 | ICLR | You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction. | Osama Makansi, Julius von Kgelgen, Francesco Locatello, Peter Vincent Gehler, Dominik Janzing, Thomas Brox, Bernhard Schlkopf |
| 2022 | IROS | Conditional Visual Servoing for Multi-Step Tasks. | Sergio Izquierdo, Max Argus, Thomas Brox |
| 2021 | AAAI | Explicitly Modeled Attention Maps for Image Classification. | Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Niener, Thomas Brox |
| 2021 | CVPR | Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors. | Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox |
| 2021 | CVPR | Essentials for Class Incremental Learning. | Sudhanshu Mittal, Silvio Galesso, Thomas Brox |
| 2021 | ICCV | On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors. | Osama Makansi, zgn iek, Yassine Marrakchi, Thomas Brox |
| 2021 | ICCV | Improving robustness against common corruptions with frequency biased models. | Tonmoy Saikia, Cordelia Schmid, Thomas Brox |
| 2021 | ICCV | CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations. | Mohammadreza Zolfaghari, Yi Zhu, Peter V. Gehler, Thomas Brox |
| 2021 | MICCAI | Fighting Class Imbalance with Contrastive Learning. | Yassine Marrakchi, Osama Makansi, Thomas Brox |
| 2021 | WACV | Temporal Shift GAN for Large Scale Video Generation. | Andrs Muoz, Mohammadreza Zolfaghari, Max Argus, Thomas Brox |
| 2020 | CVPR | Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior. | Osama Makansi, zgn iek, Kevin Buchicchio, Thomas Brox |
| 2020 | ICLR | SELF: Learning to Filter Noisy Labels with Self-Ensembling. | Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox |
| 2020 | ICLR | Understanding and Robustifying Differentiable Architecture Search. | Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter |
| 2020 | ICRA | Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. | Luks Hermann, Max Argus, Andreas Eitel, Artemij Amiranashvili, Wolfram Burgard, Thomas Brox |
| 2020 | IROS | FlowControl: Optical Flow Based Visual Servoing. | Max Argus, Luks Hermann, Jon Long, Thomas Brox |
| 2020 | IROS | Improving Unimodal Object Recognition with Multimodal Contrastive Learning. | Johannes Meyer, Andreas Eitel, Thomas Brox, Wolfram Burgard |
| 2020 | MICCAI | Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins. | zgn iek, Yassine Marrakchi, Enoch Boasiako Antwi, Barbara Di Ventura, Thomas Brox |
| 2019 | CVPR | CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth. | Jos M. Fcil, Benjamin Ummenhofer, Huizhong Zhou, Luis Montesano, Thomas Brox, Javier Civera |
| 2019 | CVPR | Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction. | Osama Makansi, Eddy Ilg, zgn iek, Thomas Brox |
| 2019 | CVPR | What Do Single-View 3D Reconstruction Networks Learn? | Maxim Tatarchenko, Stephan R. Richter, Ren Ranftl, Zhuwen Li, Vladlen Koltun, Thomas Brox |
| 2019 | ICCV | Defending Against Universal Perturbations With Shared Adversarial Training. | Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen |
| 2019 | ICCV | AutoDispNet: Improving Disparity Estimation With AutoML. | Tonmoy Saikia, Yassine Marrakchi, Arber Zela, Frank Hutter, Thomas Brox |
| 2019 | ICCV | FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images. | Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan C. Russell, Max J. Argus, Thomas Brox |
| 2019 | ICML | Anomaly Detection With Multiple-Hypotheses Predictions. | Duc Tam Nguyen, Zhongyu Lou, Michael Klar, Thomas Brox |
| 2019 | IROS | Automated Boxwood Topiary Trimming with a Robotic Arm and Integrated Stereo Vision | Dejan Kaljaca, Nikolaus Mayer, Bastiaan A. Vroegindeweij, Angelo Mencarelli, Eldert J. van Henten, Thomas Brox |
| 2019 | IROS | Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics. | Oier Mees, Maxim Tatarchenko, Thomas Brox, Wolfram Burgard |
| 2018 | CoRL | Motion Perception in Reinforcement Learning with Dynamic Objects. | Artemij Amiranashvili, Alexey Dosovitskiy, Vladlen Koltun, Thomas Brox |
| 2018 | ECCV | Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow. | Eddy Ilg, zgn iek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox |
| 2018 | ECCV | Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation. | Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox |
| 2018 | ECCV | Temporally Consistent Depth Estimation in Videos with Recurrent Architectures. | Denis Tananaev, Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox |
| 2018 | ECCV | The Second Workshop on 3D Reconstruction Meets Semantics: Challenge Results Discussion. | Radim Tylecek, Torsten Sattler, Hoang-An Le, Thomas Brox, Marc Pollefeys, Robert B. Fisher, Theo Gevers |
| 2018 | ECCV | DeepTAM: Deep Tracking and Mapping. | Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox |
| 2018 | ECCV | ECO: Efficient Convolutional Network for Online Video Understanding. | Mohammadreza Zolfaghari, Kamaljeet Singh, Thomas Brox |
| 2018 | ICLR | TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning. | Artemij Amiranashvili, Alexey Dosovitskiy, Vladlen Koltun, Thomas Brox |
| 2018 | ICRA | DPDB-Net: Exploiting Dense Connections for Convolutional Encoders. | Gabriel L. Oliveira, Wolfram Burgard, Thomas Brox |
| 2018 | ICRA | 3D Human Pose Estimation in RGBD Images for Robotic Task Learning. | Christian Zimmermann, Tim Welschehold, Christian Dornhege, Wolfram Burgard, Thomas Brox |
| 2017 | BMVC | Orientation-boosted Voxel Nets for 3D Object Recognition. | Nima Sedaghat, Mohammadreza Zolfaghari, Ehsan Amiri, Thomas Brox |
| 2017 | CVPR | FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks. | Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox |
| 2017 | CVPR | Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications. | Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres |
| 2017 | CVPR | DeMoN: Depth and Motion Network for Learning Monocular Stereo. | Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg, Alexey Dosovitskiy, Thomas Brox |
| 2017 | ICCV | Universal Adversarial Perturbations Against Semantic Image Segmentation. | Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer |
| 2017 | ICCV | Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs. | Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox |
| 2017 | ICCV | Learning to Estimate 3D Hand Pose from Single RGB Images. | Christian Zimmermann, Thomas Brox |
| 2017 | ICCV | Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection. | Mohammadreza Zolfaghari, Gabriel L. Oliveira, Nima Sedaghat, Thomas Brox |
| 2017 | ICLR | Adversarial Examples for Semantic Image Segmentation. | Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox |
| 2017 | ICRA | Semantics-aware visual localization under challenging perceptual conditions. | Tayyab Naseer, Gabriel L. Oliveira, Thomas Brox, Wolfram Burgard |
| 2017 | ISRR | Topometric Localization with Deep Learning. | Gabriel L. Oliveira, Noha Radwan, Wolfram Burgard, Thomas Brox |
| 2016 | CVPR | Inverting Visual Representations with Convolutional Networks. | Alexey Dosovitskiy, Thomas Brox |
| 2016 | CVPR | A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation. | Nikolaus Mayer, Eddy Ilg, Philip Husser, Philipp Fischer, Daniel Cremers, Alexey Dosovitskiy, Thomas Brox |
| 2016 | ECCV | Point-Wise Mutual Information-Based Video Segmentation with High Temporal Consistency. | Margret Keuper, Thomas Brox |
| 2016 | ECCV | Multi-view 3D Models from Single Images with a Convolutional Network. | Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox |
| 2016 | ICRA | Deep learning for human part discovery in images. | Gabriel L. Oliveira, Abhinav Valada, Claas Bollen, Wolfram Burgard, Thomas Brox |
| 2016 | IROS | Efficient deep models for monocular road segmentation. | Gabriel L. Oliveira, Wolfram Burgard, Thomas Brox |
| 2016 | MICCAI | 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation. | zgn iek, Ahmed Abdulkadir, Soeren S. Lienkamp, Thomas Brox, Olaf Ronneberger |
| 2015 | BMVC | Spatiotemporal Deformable Prototypes for Motion Anomaly Detection. | Robert Bensch, Thomas Brox, Olaf Ronneberger |
| 2015 | BMVC | Combinatorial Regularization of Descriptor Matching for Optical Flow Estimation. | Benjamin Drayer, Thomas Brox |
| 2015 | CVPR | Learning to generate chairs with convolutional neural networks. | Alexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox |
| 2015 | ICCV | Unsupervised Generation of a View Point Annotated Car Dataset from Videos. | Nima Sedaghat, Thomas Brox |
| 2015 | ICCV | FlowNet: Learning Optical Flow with Convolutional Networks. | Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, Philip Husser, Caner Hazirbas, Vladimir Golkov, Patrick van der Smagt, Daniel Cremers, Thomas Brox |
| 2015 | ICCV | Motion Trajectory Segmentation via Minimum Cost Multicuts. | Margret Keuper, Bjoern Andres, Thomas Brox |
| 2015 | ICCV | Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts. | Margret Keuper, Evgeny Levinkov, Nicolas Bonneel, Guillaume Lavou, Thomas Brox, Bjoern Andres |
| 2015 | ICCV | Video Segmentation with Just a Few Strokes. | Naveen Shankar Nagaraja, Frank R. Schmidt, Thomas Brox |
| 2015 | ICCV | Global, Dense Multiscale Reconstruction for a Billion Points. | Benjamin Ummenhofer, Thomas Brox |
| 2015 | MICCAI | q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans. | Vladimir Golkov, Alexey Dosovitskiy, Philipp G. Smann, Jonathan I. Sperl, Tim Sprenger, Michael Czisch, Marion I. Menzel, Pedro A. Gmez, Axel Haase, Thomas Brox, Daniel Cremers |
| 2015 | MICCAI | U-Net: Convolutional Networks for Biomedical Image Segmentation. | Olaf Ronneberger, Philipp Fischer, Thomas Brox |
| 2014 | ACCV | Motion Based Foreground Detection and Poselet Motion Features for Action Recognition. | Erwin Kraft, Thomas Brox |
| 2014 | CVPR | Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation. | Fabio Galasso, Margret Keuper, Thomas Brox, Bernt Schiele |
| 2014 | ECCV | First International Workshop on Video Segmentation - Panel Discussion. | Thomas Brox, Fabio Galasso, Fuxin Li, James Matthew Rehg, Bernt Schiele |
| 2014 | ECCV | Training Deformable Object Models for Human Detection Based on Alignment and Clustering. | Benjamin Drayer, Thomas Brox |
| 2014 | ECCV | Dense Semi-rigid Scene Flow Estimation from RGBD Images. | Julian Quiroga, Thomas Brox, Frdric Devernay, James L. Crowley |
| 2014 | ICRA | Reconstruction of rigid body models from motion distorted laser range data using optical flow. | Eddy Ilg, Rainer Kmmerle, Wolfram Burgard, Thomas Brox |
| 2013 | CVPR | Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF). | Margret Keuper, Thorsten Schmidt, Maja Temerinac-Ott, Jan Padeken, Patrick Heun, Olaf Ronneberger, Thomas Brox |
| 2013 | CVPR | An Iterated L1 Algorithm for Non-smooth Non-convex Optimization in Computer Vision. | Peter Ochs, Alexey Dosovitskiy, Thomas Brox, Thomas Pock |
| 2013 | ICCV | A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis. | Fabio Galasso, Naveen Shankar Nagaraja, Tatiana Jimenez Cardenas, Thomas Brox, Bernt Schiele |
| 2013 | ICCV | Point-Based 3D Reconstruction of Thin Objects. | Benjamin Ummenhofer, Thomas Brox |
| 2012 | CVPR | Higher order motion models and spectral clustering. | Peter Ochs, Thomas Brox |
| 2011 | CVPR | Object segmentation by alignment of poselet activations to image contours. | Thomas Brox, Lubomir D. Bourdev, Subhransu Maji, Jitendra Malik |
| 2011 | CVPR | Occlusion boundary detection and figure/ground assignment from optical flow. | Patrik Sundberg, Thomas Brox, Michael Maire, Pablo Arbelez, Jitendra Malik |
| 2011 | ICCV | Object segmentation in video: A hierarchical variational approach for turning point trajectories into dense regions. | Peter Ochs, Thomas Brox |
| 2010 | ECCV | Detecting People Using Mutually Consistent Poselet Activations. | Lubomir D. Bourdev, Subhransu Maji, Thomas Brox, Jitendra Malik |
| 2010 | ECCV | Object Segmentation by Long Term Analysis of Point Trajectories. | Thomas Brox, Jitendra Malik |
| 2010 | ECCV | Dense Point Trajectories by GPU-Accelerated Large Displacement Optical Flow. | Narayanan Sundaram, Thomas Brox, Kurt Keutzer |
| 2009 | CVPR | Large displacement optical flow. | Thomas Brox, Christoph Bregler, Jitendra Malik |
| 2008 | CVPR | Markerless motion capture of man-machine interaction. | Bodo Rosenhahn, Christian Schmaltz, Thomas Brox, Joachim Weickert, Daniel Cremers, Hans-Peter Seidel |
| 2008 | ECCV | Efficient Dense Scene Flow from Sparse or Dense Stereo Data. | Andreas Wedel, Clemens Rabe, Tobi Vaudrey, Thomas Brox, Uwe Franke, Daniel Cremers |
| 2007 | CVPR | Scaled Motion Dynamics for Markerless Motion Capture. | Bodo Rosenhahn, Thomas Brox, Hans-Peter Seidel |
| 2007 | IBPRIA | Region-Based Pose Tracking. | Christian Schmaltz, Bodo Rosenhahn, Thomas Brox, Daniel Cremers, Joachim Weickert, Lennart Wietzke, Gerald Sommer |
| 2006 | ECCV | Variational Motion Segmentation with Level Sets. | Thomas Brox, Andrs Bruhn, Joachim Weickert |
| 2006 | ECCV | High Accuracy Optical Flow Serves 3-D Pose Tracking: Exploiting Contour and Flow Based Constraints. | Thomas Brox, Bodo Rosenhahn, Daniel Cremers, Hans-Peter Seidel |
| 2006 | ISVC | Learning for Multi-view 3D Tracking in the Context of Particle Filters. | Juergen Gall, Bodo Rosenhahn, Thomas Brox, Hans-Peter Seidel |
| 2006 | IWCIA | A Comparison of Shape Matching Methods for Contour Based Pose Estimation. | Bodo Rosenhahn, Thomas Brox, Daniel Cremers, Hans-Peter Seidel |
| 2004 | ECCV | High Accuracy Optical Flow Estimation Based on a Theory for Warping. | Thomas Brox, Andrs Bruhn, Nils Papenberg, Joachim Weickert |
| 2004 | ECCV | A TV Flow Based Local Scale Measure for Texture Discrimination. | Thomas Brox, Joachim Weickert |
| 2003 | CAIP | Unsupervised Segmentation Incorporating Colour, Texture, and Motion. | Thomas Brox, Mikal Rousson, Rachid Deriche, Joachim Weickert |
| 2003 | CVPR | Active Unsupervised Texture Segmentation on a Diffusion Based Feature Space. | Mikal Rousson, Thomas Brox, Rachid Deriche |