Christoph-Nikolas Straehle

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Gaussian Markov Random Field

Outlier Detection

Imitation Learning

Top Venues

Trans. Mach. Learn. Res.

Publications

Alexander Timans, Christoph-Nikolas Straehle, Kaspar Sakmann, Eric T. Nalisnick
Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction. CoRR (2024)
Damian Boborzi, Christoph-Nikolas Straehle, Jens S. Buchner, Lars Mikelsons
Imitation learning by state-only distribution matching. Appl. Intell. 53 (24) (2023)
Robert Schmier, Ullrich Köthe, Christoph-Nikolas Straehle
Positive Difference Distribution for Image Outlier Detection using Normalizing Flows and Contrastive Data. Trans. Mach. Learn. Res. 2023 (2023)
Robert Schmier, Ullrich Köthe, Christoph-Nikolas Straehle
Anomaly Detection using Contrastive Normalizing Flows. CoRR (2022)
Philipp Geiger, Christoph-Nikolas Straehle
Fail-Safe Generative Adversarial Imitation Learning. CoRR (2022)
Damian Boborzi, Christoph-Nikolas Straehle, Jens S. Buchner, Lars Mikelsons
Imitation Learning by State-Only Distribution Matching. CoRR (2022)
Philipp Geiger, Christoph-Nikolas Straehle
Fail-Safe Adversarial Generative Imitation Learning. Trans. Mach. Learn. Res. 2022 (2022)
Damian Boborzi, Christoph-Nikolas Straehle, Jens S. Buchner, Lars Mikelsons
Learning Normalizing Flow Policies Based on Highway Demonstrations. ITSC (2021)
Philipp Geiger, Christoph-Nikolas Straehle
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers. AAAI (2021)
Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele
Haar Wavelet based Block Autoregressive Flows for Trajectories. CoRR (2020)
Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele
Haar Wavelet Based Block Autoregressive Flows for Trajectories. GCPR (2020)
Jalal Etesami, Christoph-Nikolas Straehle
Non-cooperative Multi-agent Systems with Exploring Agents. CoRR (2020)
Apratim Bhattacharyya, Michael Hanselmann, Mario Fritz, Bernt Schiele, Christoph-Nikolas Straehle
Conditional Flow Variational Autoencoders for Structured Sequence Prediction. CoRR (2019)