Recent Publications

More Publications

. Deep Context Maps: Agent Trajectory Prediction using Location-specific Latent Maps. In RA-L (accepted), 2020.


. Deep Orientation Uncertainty Learning based on a Bingham Loss. In ICLR, 2020.

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. Learning Robust Control Policies for End-to-End Autonomous Driving from Data-Driven Simulation. In RA-L, 2020.

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. MapLite: Autonomous Intersection Navigation without a Detailed Prior Map. In RA-L, 2020.


. Infrastructure-free NLoS Obstacle Detection for Autonomous Cars. In IROS, 2019.


. Range-based Cooperative Localization with Nonlinear Observability Analysis. In ITSC, 2019.


. Probabilistic Risk Metrics for Navigating Occluded Intersections. In RA-L, 2019.

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. Appearance-Based Landmark Selection for Visual Localization. In JFR, 2019.

. Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds. In ICLR, 2019.



Autonomous Driving

The Toyota-CSAIL Joint Research Center is aimed at furthering the development of autonomous vehicle technologies.


The goal of ETH’s Voliro focus project was building a new hexacopter with unprecedented maneuverability.


The EU FP7 SHERPA project aimed at developing a multi-robot platform to support search and rescue activities.


I have been involved in different aspects of student supervision and teaching. Major teaching activities involve the following lectures

Furthermore, I was working as student tutor while studying mathematics responsible for holding exercise courses and correcting homework exercises and tests for the lectures

  • Mathematical Finance
  • Biostatistics
  • Mathematical Statistics
  • C Programming
  • Mathematics on the Computer
  • Linear Algebra and Analytic Geometry