Robotics Innovation Center

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1. Hendrik Wöhrle; Felix Schneider; Fabian Schlenke; Denis Lebold; Mariela De Lucas Alvarez; Frank Kirchner; Michael Karagounis

   Multi-Objective Surrogate-Model-Based Neural Architecture and Physical Design Co-Optimization of Energy Efficient Neural Network Hardware Accelerators

   In: IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 70, No. 1, Pages 40-53, IEEE, 1/2023.

2. Mariela De Lucas Alvarez; Jichen Guo; Raúl Domínguez; Matias Valdenegro-Toro (Hrsg.)

   Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data

   LatinX in AI Research Workshop (LXAI-2023), LatinX in AI (LXAI) Research at ICML 2023, located at ICML, July 23-29, Honolulu, Hawaii, USA, Journal of …

3. Raúl Domínguez; Mariela De Lucas Alvarez; Siddhant Kadwe; Christoph Hertzberg; Siddhant Shete; Leon Cedric Danter; Marko Jankovik; Shubham Vyas; Jonas Eisenmenger; Pierre Willenbrock; André Felmet; Vikram Unnithan; Frank Kirchner

   PerSim: Perception for Planetary Prospection and Internal Simulation

   In: 17th Symposium on Advanced Space Technologies in Robotics and Automation. ESA/Estec Symposium on Advanced Space Technologies in Robotics and …

4. Hendrik Wöhrle; Mariela De Lucas Alvarez; Fabian Schlenke; Alexander Walsemann; Michael Karagounis; Frank Kirchner (Hrsg.)

   Surrogate Model based Co-Optimization of Deep Neural Network Hardware Accelerators

   IEEE International Midwest Symposium on Circuits and Systems (MWSCAS-2021), August 9-11, USA, IEEE, 8/2021.

5. Matias Valdenegro-Toro; Mariela De Lucas Alvarez; Mariia Dmitrieva; Bilal Wehbe; Georgios Salavasidis; Shahab Heshmati-Alamdari; Juan Francisco Fuentes-Pérez; Veronika Yordanova; Klemen Istenic; Thomas Guerneve

   Results from the Robocademy ITN: Autonomy, Disturbance Rejection and Perception for Advanced Marine Robotics

   cs.RO, arXiv, 10/2019.

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