369 results
(View BibTeX file of all listed publications)

**Visual-Inertial Mapping with Non-Linear Factor Recovery**
2019, arXiv:1904.06504 (misc)

**Interpreting first-order reversal curves beyond the Preisach model: An experimental permalloy microarray investigation**
*{Physical Review B}*, 99(6), American Physical Society, Woodbury, NY, 2019 (article)

**Effects of system response delays on elderly humans’ cognitive performance in a virtual training scenario**
*Scientific Reports*, 9:8291, 2019 (article)

**A Kernel Stein Test for Comparing Latent Variable Models**
2019 (conference) Submitted

**Bistability of magnetic states in Fe-Pd nanocap arrays**
*Nanotechnology*, 30, pages: 405705, 2019 (article)

**Phenomenal Causality and Sensory Realism**
European Conference on Visual Perception (ECVP), 2019 (poster)

**Learning to Disentangle Latent Physical Factors for Video Prediction**
In *German Conference on Pattern Recognition (GCPR)*, 2019, to appear (inproceedings)

**An international laboratory comparison study of volumetric and gravimetric hydrogen adsorption measurements**
*{ChemPhysChem}*, 20(15):1997-2009, Wiley-VCH, Weinheim, Germany, 2019 (article)

**Hydrogen Energy**
*{ChemPhysChem}*, 20, pages: 1153-1411, Wiley-VCH, Weinheim, Germany, 2019 (misc)

**Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders**
In *Proc. AAAI*, 2019 (inproceedings)

**Simultaneous Six-Degree-of-Freedom Control of a Single-Body Magnetic Microrobot**
*IEEE Robotics and Automation Letters*, 4, 2019 (article)

**Electromechanical actuation of dielectric liquid crystal elastomers for soft robotics**
*Bulletin of the American Physical Society*, APS, 2019 (article)

**Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization**
2019 (conference) Accepted

**Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs**
*22nd International Conference on Artificial Intelligence and Statistics (AISTATS)*, 2019 (conference) Accepted

**Occupancy Networks: Learning 3D Reconstruction in Function Space**
In *Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)*, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2019, 2019 (inproceedings)

**From Variational to Deterministic Autoencoders**
2019, *equal contribution (conference) Submitted

**A rational reinterpretation of dual process theories**
2019 (article)

**DirectShape: Photometric Alignment of Shape Priors for Visual Vehicle Pose and Shape Estimation**
2019, arXiv:1904.10097 (misc)

**Probabilistic Linear Solvers: A Unifying View**
*Statistics and Computing*, 2019 (article) Accepted

**3D Birds-Eye-View Instance Segmentation**
In *German Conference on Pattern Recognition (GCPR)*, 2019, arXiv:1904.02199, to appear (inproceedings)

**Optimizing the Execution of Dynamic Robot Movements With Learning Control**
*IEEE Transactions on Robotics*, pages: 1-16, 2019 (article)

**Learning to Serve: An Experimental Study for a New Learning From Demonstrations Framework**
*IEEE Robotics and Automation Letters*, 4(2):1784-1791, 2019 (article)

**Fisher Efficient Inference of Intractable Models**
*Advances in Neural Information Processing Systems 32*, 33rd Annual Conference on Neural Information Processing Systems, 2019 (conference) To be published

**The route to supercurrent transparent ferromagnetic barriers in superconducting matrix**
*{ACS Nano}*, 13(5):5655-5661, American Chemical Society, Washington, DC, 2019 (article)

**Systematic experimental study on quantum sieving of hydrogen isotopes in metal-amide-imidazolate frameworks with narrow 1-D channels**
*{ChemPhysChem}*, 20(10):1311-1315, Wiley-VCH, Weinheim, Germany, 2019 (article)

**Artifacts from manganese reduction in rock samples prepared by focused ion beam (FIB) slicing for X-ray microspectroscopy**
*{Geoscientific instrumentation, methods and data systems}*, 8(1):97-111, Copernicus Publ., Göttingen, 2019 (article)

**Mixed-state magnetotransport properties of MgB2 thin film prepared by pulsed laser deposition on an Al2O3 substrate**
*{Journal of Materials Science: Materials in Electronics}*, 30(2):1547-1552, Springer, Norwell, MA, 2019 (article)

**Comparison of theories of fast and ultrafast magnetization dynamics**
*{Journal of Magnetism and Magnetic Materials}*, 469, pages: 28-29, NH, Elsevier, Amsterdam, 2019 (article)

**Concepts for improving hydrogen storage in nanoporous materials**
*{International Journal of Hydrogen Energy}*, 44(15):7768-7779, Elsevier, Amsterdam, 2019 (article)

**Controlling dislocation nucleation-mediatd plasticity in nanostructures via surface modification**
*{Acta Materialia}*, 166, pages: 572-586, Elsevier Science, Kidlington, 2019 (article)

**Reprogrammability and scalability of magnonic Fibonacci quasicrystals**
*{Physical Review Applied}*, 11(5), American Physical Society, College Park, Md. [u.a.], 2019 (article)

**Conformal Multi-Instance Kernels**
In *NIPS 2006 Workshop on Learning to Compare Examples*, pages: 1-6, NIPS Workshop on Learning to Compare Examples, December 2006 (inproceedings)

**Some observations on the pedestal effect or dipper function**
*Journal of Vision*, 6(13):50, 2006 Fall Vision Meeting of the Optical Society of America, December 2006 (poster)

**A Kernel Method for the Two-Sample-Problem**
20th Annual Conference on Neural Information Processing Systems (NIPS), December 2006 (talk)

**Ab-initio gene finding using machine learning**
NIPS Workshop on New Problems and Methods in Computational Biology, December 2006 (talk)

**Graph boosting for molecular QSAR analysis**
NIPS Workshop on New Problems and Methods in Computational Biology, December 2006 (talk)

**Inferring Causal Directions by Evaluating the Complexity of Conditional Distributions**
NIPS Workshop on Causality and Feature Selection, December 2006 (talk)

**Structure validation of the Josephin domain of ataxin-3: Conclusive evidence for an open conformation**
*Journal of Biomolecular NMR*, 36(4):267-277, December 2006 (article)

**A Unifying View of Wiener and Volterra Theory and Polynomial Kernel Regression**
*Neural Computation*, 18(12):3097-3118, December 2006 (article)

**Minimal Logical Constraint Covering Sets**
(155), Max Planck Institute for Biological Cybernetics, Tübingen, December 2006 (techreport)

**Learning Optimal EEG Features Across Time, Frequency and Space**
NIPS Workshop on Current Trends in Brain-Computer Interfacing, December 2006 (talk)

**Semi-Supervised Learning**
Advanced Methods in Sequence Analysis Lectures, November 2006 (talk)

**Spatial four-alternative forced-choice method is the preferred psychophysical method for naive
observers**
*Journal of Vision*, 6(11):1307-1322, November 2006 (article)

**Prediction of Protein Function from Networks**
In *Semi-Supervised Learning*, pages: 361-376, Adaptive Computation and Machine Learning, (Editors: Chapelle, O. , B. Schölkopf, A. Zien), MIT Press, Cambridge, MA, USA, November 2006 (inbook)

**Adapting Spatial Filter Methods for Nonstationary BCIs**
In *IBIS 2006*, pages: 65-70, 2006 Workshop on Information-Based Induction Sciences, November 2006 (inproceedings)

**Discrete Regularization**
In *Semi-supervised Learning*, pages: 237-250, Adaptive computation and machine learning, (Editors: O Chapelle and B Schölkopf and A Zien), MIT Press, Cambridge, MA, USA, November 2006 (inbook)

**New Methods for the P300 Visual Speller**
(1), (Editors: Hill, J. ), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, November 2006 (techreport)

**Statistical Analysis of Slow Crack Growth
Experiments**
*Journal of the European Ceramic Society*, 26(15):3061-3065, November 2006 (article)

**Optimizing Spatial Filters for BCI: Margin- and Evidence-Maximization Approaches**
*Challenging Brain-Computer Interfaces: MAIA Workshop 2006*, pages: 1, November 2006 (poster)

**A Machine Learning Approach for Determining the PET Attenuation Map from Magnetic Resonance Images**
IEEE Medical Imaging Conference, November 2006 (talk)