Christoph-Nikolas Straehle

Robert Bosch (Netherlands) — Netherlands

Computer Science · Physical Sciences

4h-index98citations16works2.02yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(4), Adversarial Robustness in Machine Learning(4), Reinforcement Learning in Robotics(3), Bayesian Modeling and Causal Inference(3), Anomaly Detection Techniques and Applications(3)

Publications16 total

Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction
Lecture notes in computer science·2024· 4 cited
Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction
arXiv (Cornell University)·2024Open Access
Imitation learning by state-only distribution matching
Applied Intelligence·2023· 1 citedOpen Access
Max-Rank: Efficient Multiple Testing for Conformal Prediction
arXiv (Cornell University)·2023· 1 citedOpen Access
Positive Difference Distribution for Image Outlier Detection using Normalizing Flows and Contrastive Data
arXiv (Cornell University)·2022Open Access
Fail-Safe Adversarial Generative Imitation Learning
arXiv (Cornell University)·2022Open Access
Imitation Learning by State-Only Distribution Matching
arXiv (Cornell University)·2022Open Access
Learning Normalizing Flow Policies Based on Highway Demonstrations
2021· 1 cited
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers
Proceedings of the AAAI Conference on Artificial Intelligence·2021· 18 citedOpen Access
Haar Wavelet Based Block Autoregressive Flows for Trajectories
Lecture notes in computer science·2021· 3 citedOpen Access
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers
arXiv (Cornell University)·2020· 6 citedOpen Access
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit\n Layers
arXiv (Cornell University)·2020Open Access
Non-cooperative Multi-agent Systems with Exploring Agents
arXiv (Cornell University)·2020· 4 citedOpen Access
Conditional Flow Variational Autoencoders for Structured Sequence Prediction
MPG.PuRe (Max Planck Society)·2019· 48 citedOpen Access
Conditional Flow Variational Autoencoders for Structured Sequence Prediction
arXiv (Cornell University)·2019· 12 citedOpen Access
Interactive Segmentation, Uncertainty and Learning
heiDOK (Heidelberg University)·2014Open Access

Frequent Co-authors

Philipp Geiger(4), Apratim Bhattacharyya(3), Mario Fritz(3), Bernt Schiele(3), Alexander Timans(3), Kaspar Sakmann(3), Eric Nalisnick(3), Damian Boborzi(3), Jens S. Buchner(3), Lars Mikelsons(3), Michael Hanselmann(2), Jalal Etesami(1), Robert Schmier(1), Ullrich Köthe(1)