Home
Uni-Logo
 

Publications

Author(last name): Title: Year:

Published in (e.g. ICCV,CVPR,ISBI):

       Display:

Display the complete list (367 publications)
«   1   2   3   4   5   6   7   8   9   10   11   12   13     »
 
2019

Conference
ISOO_DL^V2 - Semantic Instance Segmentation of Touching and Overlapping Objects   Paperpaper-ISBI19_ISOOv2_IEEE_CR.pdf doi>
Anton Böhm, Maxim Tatarchenko, Thorsten Falk
IEEE International Symposium on Biomedical Imaging (ISBI), 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
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
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
FreiHAND: Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images   Paperzimmermann_iccv19.pdf Project
Christian Zimmermann, D. Ceylan, J. Yang, B. Russell, Max Argus, Thomas Brox
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
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
DeepUSPS: deep robust unsupervised saliency prediction via self-supervision   Papernguyen_nips19.pdf
Tam Nguyen, M. Dax, C. Mummadi, N. Ngo, Tam Nguyen, Z. Lou, Thomas Brox
Advances in Neural Information Processing Systems (NeurIPS), 2019

Others
Parting with Illusions about Deep Active Learning   Paperpaper-al.pdf
Sudhanshu Mittal, Maxim Tatarchenko, Özgün Çiçek, Thomas Brox
Technical Report 1912.05361, arXiv(1912.05361), 2019
 
2018
Journal
Cross-sectional and longitudinal voxel-based grey matter asymmetries in Huntingtons disease   doi>
L. Minkova, S. Gregory, R. Scahill, Ahmed Abdulkadir, C. Kaller, J. Peter, J. Long, J. Stout, R. Reilmann, R. Roos, A. Durr, B. Leavit, S. Tabrizi, S. Kloeppel
NeuroImage Clinical, 17: 312--324, 2018
Clinically applicable deep learning for diagnosis and referral in retinal disease   Paperpaper-De_Fauw_et_al_2018_Nature_Medicine.pdf doi> Code/data
J. De Fauw, J. Ledsam, B. Romera-Paredes, S. Nikolov, N. Tomasev, S. Blackwell, H. Askham, X. Glorot, B. O’Donoghue, D. Visentin, G. van den Driessche, B. Lakshminarayanan, C. Meyer, F. Mackinder, S. Bouton, K. Ayoub, R. Chopra, D. King, A. Karthikesalingam, C. Hughes, R. Raine, J. Hughes, D. Sim, C. Egan, A. Tufail, H. Montgomery, D. Hassabis, G. Rees, T. Back, P. Khaw, M. Suleyman, J. Cornebise, P. Keane, Olaf Ronneberger
Nature Medicine, 24(9): 1342--1350, 2018
Biological Factors Contributing to the Response to Cognitive Training in Mild Cognitive Impairment   doi>
J. Peter, L. Schumacher, V. Landerer, Ahmed Abdulkadir, C. Kaller, J. Lahr, S. Kloeppel
Journal of Alzheimers Disease, 61(1): 333--345, 2018
Separating Symptomatic Alzheimers Disease from Depression based on Structural MRI  
S. Klöppel, M. Kotschi, J. Peter, K. Egger, L. Hausner, L. Frölich, A. Förster, B. Heimbach, C. Normann, W. Vach, H. Urbach, Ahmed Abdulkadir
Journal of Alzheimers Disease, 63(1), 2018
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
Data-Driven Modeling of Intracellular Auxin Fluxes Indicates a Dominant Role of the ER in Controlling Nuclear Auxin Uptake   doi> Code/data
A. Middleton, C. Dal Bosco, P. Chlap, Robert Bensch, H. Harz, F. Ren, S. Bergmann, S. Wend, W. Weber, K. Hayashi, M. Zurbriggen, R. Uhl, Olaf Ronneberger, K. Palme, C. Fleck, A. Dovzhenko
Cell Reports, 22(11): 3044--3057, Mar 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
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
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
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
Tangent Convolutions for Dense Prediction in 3D   Paperpaper-tcp.pdf
Maxim Tatarchenko, J. Park, V. Koltun, Q. Zhou
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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
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, Silvio Galesso, Aaron Klein, Osama Makansi, F. Hutter, Thomas Brox
European Conference on Computer Vision (ECCV), 2018
DeepTAM: Deep Tracking and Mapping   Paperpaper-deeptam.pdf Project
Huizhong Zhou, Benjamin Ummenhofer, 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
A Probabilistic U-Net for Segmentation of Ambiguous Images   Paper7928-a-probabilistic-u-net-for-segmentation-of-ambiguous-images.pdf
S. Kohl, B. Romera-Paredes, C. Meyer, J. De Fauw, J. Ledsam, K. Maier-Hein, S. Eslami, D. Jimenez Rezende, Olaf Ronneberger
32nd Conference on Neural Information Processing Systems (NeurIPS), Dec 2018

Display the complete list (367 publications)
«   1   2   3   4   5   6   7   8   9   10   11   12   13     »