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Human Aspects of Machine Learning

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Micro, Nano, and Molecular Systems

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Perceiving Systems Autonomous Vision Conference Paper On the Integration of Optical Flow and Action Recognition Sevilla-Lara, L., Liao, Y., Güney, F., Jampani, V., Geiger, A., Black, M. J. In German Conference on Pattern Recognition (GCPR), LNCS 11269:281-297, Springer, Cham, October 2018 () arXiv DOI BibTeX
Autonomous Vision Conference Paper Towards Robust Visual Odometry with a Multi-Camera System Liu, P., Geppert, M., Heng, L., Sattler, T., Geiger, A., Pollefeys, M. In International Conference on Intelligent Robots and Systems (IROS) 2018, International Conference on Intelligent Robots and Systems, October 2018 () pdf BibTeX
Autonomous Vision Conference Paper Learning Priors for Semantic 3D Reconstruction Cherabier, I., Schönberger, J., Oswald, M., Pollefeys, M., Geiger, A. In Computer Vision – ECCV 2018, Springer International Publishing, Cham, September 2018 () pdf suppmat Project Page Video DOI BibTeX
Autonomous Vision Conference Paper SphereNet: Learning Spherical Representations for Detection and Classification in Omnidirectional Images Coors, B., Condurache, A. P., Geiger, A. European Conference on Computer Vision (ECCV), September 2018 () pdf suppmat BibTeX
Autonomous Vision Perceiving Systems Conference Paper Unsupervised Learning of Multi-Frame Optical Flow with Occlusions Janai, J., Güney, F., Ranjan, A., Black, M. J., Geiger, A. In European Conference on Computer Vision (ECCV), Lecture Notes in Computer Science, vol 11220:713-731, Springer, Cham, September 2018 () pdf suppmat Video Project Page DOI BibTeX
Autonomous Vision Conference Paper Conditional Affordance Learning for Driving in Urban Environments Conference on Robot Learning, 2018 () pdf suppmat Video Project Page BibTeX
Autonomous Vision Article Learning 3D Shape Completion under Weak Supervision Stutz, D., Geiger, A. Arxiv, May 2018 () PDF Project Page BibTeX
Autonomous Vision Conference Paper Robust Dense Mapping for Large-Scale Dynamic Environments Barsan, I. A., Liu, P., Pollefeys, M., Geiger, A. In Proceedings of the IEEE International Conference on Robotics and Automation (ICRA) 2018, IEEE, International Conference on Robotics and Automation, May 2018 () pdf Video Project Page BibTeX
Autonomous Vision Article Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes Alhaija, H., Mustikovela, S., Mescheder, L., Geiger, A., Rother, C. International Journal of Computer Vision (IJCV), 2018, 2018 () pdf BibTeX
Autonomous Vision Conference Paper Deep Marching Cubes: Learning Explicit Surface Representations Liao, Y., Donne, S., Geiger, A. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018 () pdf suppmat Video Project Page Poster BibTeX
Autonomous Vision Conference Paper Learning 3D Shape Completion from Laser Scan Data with Weak Supervision Stutz, D., Geiger, A. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018 () pdf suppmat Project Page Poster BibTeX
Autonomous Vision Article Learning 3D Shape Completion under Weak Supervision Stutz, D., Geiger, A. International Journal of Computer Vision (IJCV), 2018, 2018 () pdf Project Page BibTeX
Autonomous Vision Conference Paper Learning Transformation Invariant Representations with Weak Supervision Coors, B., Condurache, A., Mertins, A., Geiger, A. In International Conference on Computer Vision Theory and Applications, International Conference on Computer Vision Theory and Applications, 2018 () pdf BibTeX
Autonomous Vision Article Object Scene Flow Menze, M., Heipke, C., Geiger, A. ISPRS Journal of Photogrammetry and Remote Sensing, 2018 () BibTeX
Autonomous Vision Conference Paper RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Paschalidou, D., Ulusoy, A. O., Schmitt, C., Gool, L., Geiger, A. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018 () pdf suppmat Video Project Page code Poster BibTeX
Autonomous Vision Conference Paper Semantic Visual Localization Schönberger, J., Pollefeys, M., Geiger, A., Sattler, T. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018 () pdf suppmat Poster BibTeX
Autonomous Vision Conference Paper Which Training Methods for GANs do actually Converge? Mescheder, L., Geiger, A., Nowozin, S. International Conference on Machine learning (ICML), 2018 () code video paper supplement slides poster BibTeX