Service and Leadership

Thesis Advised

Hochschule Bonn-Rhein-Sieg, M.Sc in Autonomous Systems

In collaboration with Prof. Paul Plöger.

• Octavio Arriaga - Artificial Transfer Learning in Convolutional Neural Networks, 2018
• Nour Soufi - Automatic Data Augmentation for Traffic Sign Dataset Using GANs, 2018
• Sai Kiran Kannaiah - Towards Weakly Supervised Object Detection, 2018
• Arka Mallick - Sonar Patch Matching via Deep Learning, 2019
• Tilemachos Bontzorlos - An evaluation of Deep Learning object detection pipelines for maritime application purposes, 2019
• Maryam Matin - A Comprehensive Evaluation of Uncertainty Quantification Methods in Deep Learning, in progress

University of Bremen, M.Sc in Systems Engineering

In collaboration with Prof. Frank Kirchner.

• Adrian Lubitz - Development of a Visual Voice Activity Detection, in progress
• Matthias Rosynski - Visual Explanations in Deep Reinforcement Learning Via Convolutional Neural Network Localization, in progress

Reviewer

Conferences

IJCAI’19, AISTATS’19, ICRA’19, IROS’19, IROS’18, IROS’17, ICRA’17, IFAC WC’16.

Journals

IET Signal Processing, IET Image Processing, IEEE Access.

Program Committee Member

• Underwater Robotics Perception Workshop, ICRA, Technical Committee, 2019.
• 2nd Scaling-Up Reinforcement Learning Workshop, IJCAI, Program Committee, 2019.