Publikationen des Jahres 2019
Tagungsbeiträge (22)
- J. Behrmann, W. Grathwohl, R. T. Chen, D. Duvenaud, J. Jacobsen.
Invertible Residual Networks.
International Conference on Machine Learning (ICML).
Proceedings of Machine Learning Research, 97:573-582, 2019.
Long Oral online unter: http://proceedings.mlr.press/v97/behrmann19a.html
- J. Behrmann, P. Vicol, K. Wang, R. Grosse, J. Jacobsen.
On the Invertibility of Invertible Neural Networks.
NeurIPS workshop on Machine Learning with Guarantees, 2019.
online unter: https://sites.google.com/view/mlwithguarantees/accepted-papers
- A. Berger, M. Knauer, C. Büskens.
Using Parametric Sensitivity Analysis to Determine Pareto Fronts in Multi-Objective Programming.
30th European Conference On Operational Research (EURO 2019), 23.06.-26.06.2019.
- C. Brauer, Z. Zhao, T. Fingscheidt.
Learning to de- quantize speech signals by primal-dual networks: an approach for acoustic sensor networks.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
- R. T. Chen, J. Behrmann, D. Duvenaud, J. Jacobsen.
Residual Flows for Invertible Generative Modeling.
Advances in Neural Information Processing Systems (NeurIPS).
32, S. 9916--9926, 2019.Spotlightonline unter: https://papers.nips.cc/paper/9183-residual-flows-for-invertible-generative-modeling
- T. Czotscher, D. Otero Baguer, F. Vollertsen, I. Piotrowska-Kurczewski, P. Maaß.
Connection Between Shock Wave Induced Indentations And Hardness By Means Of Neural Networks.
22nd International Conference on Material Forming (ESAFORM 2019), 08.05.-10.05.2019.
AIP Conference Proceedings 2113, 100001, Springer Verlag, 2019.DOI: 10.1063/1.5112634
- C. Etmann, S. Lunz, P. Maaß, C. Schönlieb.
On the Connection Between Adversarial Robustness and Saliency Map Interpretability.
36th International Conference on Machine Learning, 09.06.-15.06.2019, Los Angeles, USA.
PMLR 97, 97:1823-1832, 2019.online unter: http://proceedings.mlr.press/v97/etmann19a.html
- A. Folkers, M. Rick, C. Büskens.
Controlling an Autonomous Vehicle with Deep Reinforcement Learning.
Intelligent Vehicles Symposium, 09.06.-12.06.2019, Paris, Frankreich.
Proceedings of the 30th IEEE Intelligent Vehicles Symposium, S. 2025-2031, 2019.Best Student Paper - J. Jacobsen, J. Behrmann, R. Zemel, M. Bethge.
Excessive Invariance Causes Adversarial Vulnerability.
International Conference on Learning Representations (ICLR), 2019.
online unter: https://openreview.net/forum?id=BkfbpsAcF7
- J. Jacobsen, J. Behrmann, N. Carlini, F. Tramer, N. Papernot.
Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness.
SafeML Workshop, ICLR, 2019.
online unter: https://arxiv.org/abs/1903.10484
- M. Klimm, A. Tönnis, D. Schmand.
The Online Best Reply Algorithm for Resource Allocation Problems.
12th International Symposium on Algorithmic Game Theory (SAGT 2019).
- T. Kluth, B. Hahn, C. Brandt.
Spatio-temporal concentration reconstruction using motion priors in magnetic particle imaging.
International Workshop on Magnetic Particle Imaging 2019.
International Workshop on Magnetic Particle Imaging (IWMPI) Book of Abstracts 2019, S. 23-24, Infinite Science Publishing, 2019. - M. Kurowski, S. Roy, J. Gehrt, R. Damerius, C. Büskens, D. Abel, T. Jeinsch.
Multi-Vehicle Guidance, Navigation and Control Towards Autonomous Ship Maneuvering in Confined Waters.
European Control Conference (ECC) 2019, 25.06.-28.06.2019.
Supervisory control of multilevel discrete-event systems with a bus structure, S. 2559-2564, 2019. - D. Lorenz, H. Mahler.
Orlicz-space regularization for optimal transport and algorithms for quadratic regularization.
NeurIPS Workshop on Optimal Transport and Machine Learning, Vancouver, Kanada.
online unter: https://arxiv.org/abs/1909.06082
- C. Meerpohl, M. Rick, C. Büskens.
Free-space Polygon Creation based on Occupancy Grid Maps for Trajectory Optimization Methods.
10th IFAC Symposium on Intelligent Autonomous Vehicles (IAV 2019), 03.07.-05.07.2019.
- C. Niebuhr, A. Schmidt.
Finite element methods for parabolic problems with time-dependent domains - application to a milling simulation.
ENUMATH 2017.
Lecture Notes in Computational Science and Engineering, 126:481-489, Springer Verlag, 2019. - M. Rick, J. Clemens, L. Sommer, A. Folkers, K. Schill, C. Büskens.
Autonomous Driving Based on Nonlinear Model Predictive Control and Multi-Sensor Fusion.
10th IFAC Symposium on Intelligent Autonomous Vehicles (IAV 2019), 03.07.-05.07.2019.
- K. Schäfer, K. Flaßkamp, J. Fliege, C. Büskens.
A Combined Homotopy-Optimization Approach to Parameter Identification for Dynamical Systems.
GAMM Annual Meeting of the international Association of Applied Mathematics and Mechanics, 18.02-22.02.2019, Wien, Österreich.
90, Proc. Appl. Math. Mech., 19, Wiley, 2019. - D. Schmand, M. Schröder, A. Skopalik.
Network Investment Games with Wardrop Followers.
46th International Colloquium on Automata, Languages, and Programming (ICALP 2019).
- S. Schulze, E. King.
A Frequency‐Uniform and Pitch‐Invariant Time‐Frequency Representation.
90th GAMM Annual Meeting of the international Association of Applied Mathematics and Mechanics (GAMM), 18.02.-22.02.2019, Wien, Österreich.
Proc. Appl. Math. Mech., 19(1):e201900374, 2019. - M. Westphal, W. Brannath.
Improving Model Selection by Employing the Test Data.
36th International Conference on Machine Learning, 09.06.-15.06.2019, Los Angeles, USA.
PMLR 97, S. 6747-6756, 2019.online unter: http://proceedings.mlr.press/v97/westphal19a.html
- R. Zweigel, J. Gehrt, S. Liu, S. Roy, C. Büskens, M. Kurowski, T. Jeinsch, A. Schubert, M. Gluch, O. Simanski, E. Pairet-Garcia, F. Siemer, D. Abel.
Optimal Maneuvering and Control of Cooperative Vehicles as Case Study for Maritime Applications within Harbors.
European Control Conference (ECC) 2019, 25.06.-28.06.2019.
Supervisory control of multilevel discrete-event systems with a bus structure, S. 3022-3027, 2019.