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Brox's with Publications

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2019
Journal
U-Net – Deep Learning for Cell Counting, Detection, and Morphometry   Paperpaper-U-Net.pdf doi> Project
Thorsten Falk, Dominic Mai, Robert Bensch, Özgün Çiçek, Ahmed Abdulkadir, Yassine Marrakchi, Anton Böhm, J. Deubner, Z. Jäckel, K. Seiwald, A. Dovzhenko, O. Tietz, C. Dal Bosco, S. Walsh, D. Saltukoglu, T. Tay, M. Prinz, K. Palme, M. Simons, I. Diester, Thomas Brox, Olaf Ronneberger
Nature Methods, 16: 67-70, 2019
Non-smooth non-convex Bregman minimization: unification and new algorithms   PaperAbstrBregMin.pdf doi>
Peter Ochs, J. Fadili, Thomas Brox
Journal of Optimization Theory and Applications, 2019
DeepTAM: Deep Tracking and Mapping with Convolutional Neural Networks   Paperpaper-deeptam-ijcv.pdf Project
Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox
International Journal of Computer Vision, 2019
Motion segmentation and multiple object tracking by correlation co-clustering   doi>
Margret Keuper, S. Tang, B. Andres, Thomas Brox, B. Schiele
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019

Conference
Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics   Paperss3d_paper.pdf
O. Mees, Maxim Tatarchenko, Thomas Brox, W. Burgard
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019
Automated Boxwood Topiary Trimming with a Robotic Arm and Integrated Stereo Vision   Paperpaper-MB19.pdf
D. Kaljaca, Nikolaus Mayer, B. Vroegindeweij, A. Mencarelli, E. van Henten, Thomas Brox
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019
Anomaly Detection With Multiple-Hypotheses Predictions   Papernguyen_icml19.pdf
D. Nguyen, Z. Lou, M. Klar, Thomas Brox
IEEE International Conference on Machine Learning (ICML), 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth   Paperpaper-camconvs.pdf
J. Facil, Benjamin Ummenhofer, Huizhong Zhou, L. Montesano, Thomas Brox, J. Civera
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
What Do Single-view 3D Reconstruction Networks Learn?   Paperpaper-s3d.pdf
Maxim Tatarchenko, S. Richter, R. Ranftl, Z. Li, V. Koltun, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction   Paperpaper-multimodal-future-prediction.pdf
Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Defending against universal perturbations with shared adversarial training   Papermummadi_iccv2019.pdf
C. Mummadi, Thomas Brox, J. Metzen
IEEE International Conference on Computer Vision (ICCV), 2019
AutoDispNet: Improving Disparity Estimation With AutoML   Paperpaper-iccv2019-autodispnet.pdf
Tonmoy Saikia, Yassine Marrakchi, A. Zela, F. Hutter, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2019
FreiHAND: Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images   Project
Christian Zimmermann, D. Ceylan, J. Yang, B. Russell, Max Argus, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2019
Group pruning using a bounded lp norm for group gating and regularization   Papermummadi_gcpr19.pdf
C. Mummadi, T. Genewein, D. Zhang, Thomas Brox, V. Fischer
German Conference on Pattern Recognition (GCPR), Springer, LNCS, 2019

Others
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency   Paperpaper-s4gan.pdf
Sudhanshu Mittal, Maxim Tatarchenko, Thomas Brox
Technical Report 1908.05724, arXiv(1908.05724), 2019
 
2018
Journal
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?   Paperpaper-1801.06397.pdf doi> Project
Nikolaus Mayer, Eddy Ilg, Philipp Fischer, C. Hazirbas, D. Cremers, Alexey Dosovitskiy, Thomas Brox
International Journal of Computer Vision, 126(9): 942-960, 2018
Artistic style transfer for videos and spherical images   Paperruder_ijcv18.pdf doi>
Manuel Ruder, Alexey Dosovitskiy, Thomas Brox
International Journal of Computer Vision, 126(11): 1199-1219, Nov 2018

Conference
TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning   Paperpaper-tdornottd.pdf Project
Artemij Amiranashvili, A. Dosovitskiy, V. Koltun, Thomas Brox
International Conference on Learning Representations (ICLR), 2018
DPDB-Net: Exploiting Dense Connections for Convolutional Encoders   Paperpaper-Oliveira18icra.pdf
Gabriel Leivas Oliveira, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2018
3D Human Pose Estimation in RGBD Images for Robotic Task Learning   Paperpaper-Rgb-Pose3D-Task-Learning.pdf Project
Christian Zimmermann, T. Welschehold, C. Dornhege, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), 2018
Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes   Paperpaper-box2pix.pdf
Jonas Uhrig, E. Rehder, B. Fröhlich, U. Franke, Thomas Brox
IEEE Intelligent Vehicles Symposium (IV), 2018
Temporally Consistent Depth Estimation in Videos with Recurrent Architectures   Paperpaper-depthrecurrent.pdf
D. Tananaev, Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox
European Conference on Computer Vision (ECCV) Workshops, 2018
DeepTAM: Deep Tracking and Mapping   Paperpaper-deeptam.pdf Project
Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox
European Conference on Computer Vision (ECCV), 2018
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation   Paperpaper-FlowDispOccBoundary.pdf
Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox
European Conference on Computer Vision (ECCV), 2018
Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow   Paperpaper-Uncertainty-FlowNetH.pdf
Eddy Ilg, Özgün Çiçek, S. Galesso, Aaron Klein, Osama Makansi, F. Hutter, Thomas Brox
European Conference on Computer Vision (ECCV), 2018
ECO: Efficient Convolutional Network for Online Video Understanding   Paperpaper-ECO_eccv2018.pdf Code/data Project
Mohammadreza Zolfaghari, K. Singh, Thomas Brox
European Conference on Computer Vision (ECCV), 2018
Motion Perception in Reinforcement Learning with Dynamic Objects   Paperpaper-flowrl.pdf Project
Artemij Amiranashvili, A. Dosovitskiy, V. Koltun, Thomas Brox
Conference on Robot Learning (CoRL), 2018

Others
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images   Paperpaper-AugmentedFlowNet.pdf
Osama Makansi, Eddy Ilg, Thomas Brox
Technical Report , arXiv:1808.06389, 2018
 
2017
Journal
Efficient and Robust Deep Networks for Semantic Segmentation   Paperoliveira17ijrr.pdf doi> Code/data
Gabriel Leivas Oliveira, C. Bollen, W. Burgard, Thomas Brox
The International Journal of Robotics Research (IJRR), 2017
An objective comparison of cell-tracking algorithms   doi>
V. Ulman, M. Maška, K. Magnusson, Olaf Ronneberger, C. Haubold, N. Harder, P. Matula, P. Matula, D. Svoboda, M. Radojevic, I. Smal, K. Rohr, J. Jaldén, H. Blau, O. Dzyubachyk, B. Lelieveldt, P. Xiao, Y. Li, S. Cho, A. Dufour, J. Olivo-Marin, C. Reyes-Aldasoro, J. Solis-Lemus, Robert Bensch, Thomas Brox, J. Stegmaier, R. Mikut, S. Wolf, F. Hamprecht, T. Esteves, P. Quelhas, Ö. Demirel, L. Malmström, F. Jug, P. Tomancák, E. Meijering, A. Muñoz-Barrutia, M. Kozubek, C. Ortiz-de-Solor
Nature Methods, 14: 1141-1152, 2017

Display the complete list (175 publications)
1   2   3   4   5   6     »