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Brox's with Publications

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2021
Journal
MAIN: Multi-Attention Instance Network for video segmentation   PaperMAIN_paper.pdf doi>
J. León Alcázar, Maria A. Bravo, G. Jeanneret, A. Thabet, Thomas Brox, P. Arbeláez, B. Ghanem
Computer Vision and Image Understanding, 210: 103240, 2021

Conference
Fighting Class Imbalance with Contrastive Learning   Paperpaper-miccai.pdf
Yassine Marrakchi, Osama Makansi, Thomas Brox
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors   Paperpaper-jb1.pdf
Jan Bechtold, Maxim Tatarchenko, V. Fischer, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Improving robustness against common corruptions with frequency biased models   Paperpaper.pdf
Tonmoy Saikia, C. Schmid, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2021
CrossCLR: cross-modal contrastive learning for multi-modal video representations  
Mohammadreza Zolfaghari, Y. Zhu, P. Gehler, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors   Paperpaper-future-prediction-iccv.pdf
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2021
Multi-headed Neural Ensemble Search   Paperpaper-udl.pdf
A. Narayanan, A. Zela, Tonmoy Saikia, Thomas Brox, F. Hutter
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021
Towards improving robustness of compressed CNNs   Paperpaper-udl.pdf
J. Hoffmann, S. Agnihotri, Tonmoy Saikia, Thomas Brox
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021
Contrastive Representation Learning for Hand Shape Estimation   Paperpaper-ContrastiveHandShape.pdf Project
Christian Zimmermann, Max Argus, Thomas Brox
German Conference on Pattern Recognition (GCPR), 2021
Explicitly modeled attention maps for image classification   PaperAAAImain.pdf
A. Tan, Tam Nguyen, M. Dax, M. Nießner, Thomas Brox
AAAI Conference on Artificial Intelligence, 2021
 
2020
Journal
Motion segmentation and multiple object tracking by correlation co-clustering   Paperkeuper_tpami20.pdf doi>
Margret Keuper, S. Tang, B. Andres, Thomas Brox, B. Schiele
IEEE Transactions on Pattern Analysis and Machine Intelligence, 42(1): 140-153, Jan 2020

Conference
Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins   Paperpaper-Recovering_the_Imperfect.pdf doi>
Özgün Çiçek, Yassine Marrakchi, E. Antwi, B. DiVentura, Thomas Brox
MICCAI Workshop on Medical Image Learning with Less Labels and Imperfect Data, Springer, Vol.12446, 2020
Understanding and robustifying differentiable architecture search   Paperpaper-robust_darts.pdf
A. Zela, T. Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, F. Hutter
International Conference on Learning Representations (ICLR), 2020
SELF: learning to filter noisy labels with self-ensembling   Paperself_learning_to_filter_noisy_.pdf
Tam Nguyen, C. Mummadi, T. Ngo, Tam Nguyen, L. Beggel, Thomas Brox
International Conference on Learning Representations (ICLR), 2020
FlowControl: Optical Flow Based Visual Servoing   Paperpaper-flowcontrol.pdf
Max Argus, L. Hermann, J. Long, Thomas Brox
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
DiskMask: Focusing Object Features for Accurate Instance Segmentation of Elongated or Overlapping Objects   Paperpaper-ISBI20_DiskMask_finalSubmission_IEEE_CR.pdf doi>
Anton Böhm, Nikolaus Mayer, Thomas Brox
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control   Paperpaper-ACG.pdf
L. Hermann, Max Argus, A. Eitel, Artemij Amiranashvili, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior   Paperpaper-04909.pdf
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR): 4354-4363, 2020
COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning   Paperpaper-coot2020.pdf Code/data
Simon Ging, Mohammadreza Zolfaghari, H. Pirsiavash, Thomas Brox
Advances in Neural Information Processing Systems (NeurIPS), Curran Associates, Inc., Vol.33: 22605--22618, 2020
 
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
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency   Paperpaper-s4gan.pdf
Sudhanshu Mittal, Maxim Tatarchenko, Thomas Brox
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 doi>
D. Kaljaca, Nikolaus Mayer, B. Vroegindeweij, A. Mencarelli, E. van Henten, Thomas Brox
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE: 5542--5549, Nov 2019
Anomaly Detection With Multiple-Hypotheses Predictions   Papernguyen_icml19.pdf
Tam Nguyen, Z. Lou, M. Klar, Thomas Brox
IEEE International Conference on Machine Learning (ICML), 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
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
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

Display the complete list (195 publications)
1   2   3   4   5   6   7     »