Diagnostics for insufficiencies of posterior calculations in Bayesian signal inference

Sebastian Dorn, Niels Oppermann, Torsten A. Enßlin

Gradient Derivation for Learnable Parameters in Graph Attention Networks

Marion Neumeier, Andreas Tollkühn, Sebastian Dorn +2

Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders

Philipp Joppich, Sebastian Dorn, Oliver De Candido +2

SFIP: Coarse-Grained Syscall-Flow-Integrity Protection in Modern Systems

Claudio Canella, Sebastian Dorn, Daniel Gruss +1

Generic inference of inflation models by non-Gaussianity and primordial power spectrum reconstruction

Sebastian Dorn, Erandy Ramirez, Kerstin E. Kunze +2

Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications

Marion Neumeier, Andreas Tollkühn, Sebastian Dorn +2

A2D2: Audi Autonomous Driving Dataset

Jakob Geyer, Yohannes Kassahun, Mentar Mahmudi +16

Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding

Yunlei Tang, Sebastian Dorn, Chiragkumar Savani

Cosmic expansion history from SNe Ia data via information field theory -- the charm code

Natà lia Porqueres, Torsten A. Enßlin, Maksim Greiner +4

GENPACK: KPI-Guided Multi-Criteria Genetic Algorithm for Industrial 3D Bin Packing

Dheeraj Poolavaram, Carsten Markgraf, Sebastian Dorn

Signal inference with unknown response: Calibration-uncertainty renormalized estimator

Sebastian Dorn, Torsten A. Enßlin, Maksim Greiner +2

Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain

Marion Neumeier, Sebastian Dorn, Michael Botsch +1

All-sky reconstruction of the primordial scalar potential from WMAP temperature data

Sebastian Dorn, Maksim Greiner, Torsten A. Enßlin

Fast and precise way to calculate the posterior for the local non-Gaussianity parameter $f_\text{nl}$ from cosmic microwave background observations

Sebastian Dorn, Niels Oppermann, Rishi Khatri +2

X-TRACK: Physics-Aware xLSTM for Realistic Vehicle Trajectory Prediction

Aanchal Rajesh Chugh, Marion Neumeier, Sebastian Dorn

The primordial magnetic field in our cosmic backyard

Sebastian Hutschenreuter, Sebastian Dorn, Jens Jasche +4

Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models

Marion Neumeier, Sebastian Dorn, Michael Botsch +1

Operationally Guided Placement-Aware Learning for Industrial Online 3D Bin Packing

Dheeraj Poolavaram, Aanchal Rajesh Chugh, Sebastian Dorn

The paper presents OPAL, a framework that improves industrial online 3D bin packing by using an operationally guided empty-maximal-space generator and a placement-aware learning po…

Generic inference of inflation models by local non-Gaussianity

Sebastian Dorn, Erandy Ramirez, Kerstin E. Kunze +2

Stochastic determination of matrix determinants

Sebastian Dorn, Torsten A. Enßlin