Brox's with Publications
2020
Journal
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
Paper
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MICCAI Workshop on Medical Image Learning with Less Labels and Imperfect Data, Springer, Vol.12446, 2020
International Conference on Learning Representations (ICLR), 2020
International Conference on Learning Representations (ICLR), 2020
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
DiskMask: Focusing Object Features for Accurate Instance Segmentation of Elongated or Overlapping Objects
Paper
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IEEE International Symposium on Biomedical Imaging (ISBI), 2020
IEEE International Conference on Robotics and Automation (ICRA), 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior
Paper

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR): 4354-4363, 2020
Advances in Neural Information Processing Systems (NeurIPS), Curran Associates, Inc., Vol.33: 22605--22618, 2020
2019
Journal
Nature Methods, 16: 67-70, 2019
Journal of Optimization Theory and Applications, 2019
International Journal of Computer Vision, 2019
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
Conference
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE: 5542--5549, Nov 2019
IEEE International Conference on Machine Learning (ICML), 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction
Paper

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
FreiHAND: Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images
Paper
Project


IEEE International Conference on Computer Vision (ICCV), 2019
IEEE International Conference on Computer Vision (ICCV), 2019
IEEE International Conference on Computer Vision (ICCV), 2019
German Conference on Pattern Recognition (GCPR), Springer, LNCS, 2019
Advances in Neural Information Processing Systems (NeurIPS), 2019
Others
Technical Report 1912.05361, arXiv(1912.05361), 2019
2018
Journal
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?
Paper
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Project


International Journal of Computer Vision, 126(9): 942-960, 2018
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
Paper
Project


International Conference on Learning Representations (ICLR), 2018
IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2018
IEEE International Conference on Robotics and Automation (ICRA), 2018