Research Projects
I am looking for new students and colleagues at any level of their academic career (Bachelor student, Master student, PhD Student, Postdoc), who are interested in cutting-edge AI research and projects as part of Visual Recognition Group at Czech Technical University (CTU).
For CTU students, I also offer the option of semestral projects, Bachelor thesis, Master thesis or a (paid) summer internship.
I'm looking for people with passion for AI, who want to discover deeper understanding of AI fundamentals and principles, not just be happy with "it works, but we don't know why". Python & PyTorch experience preferred, but not required. If you are interested in any of the research topics below, feel free to reach out!
Computer vision for Autonomous Driving
- Weakly-supervised learning without human annotations
- Combining RGB camera and LiDAR sensors
Inductive Bias of Deep Neural Networks
- Training-free Network Architecture Search (NAS)
- Deep Network Symmetries
- Novel topological representations for Deep Networks
- Efficient Deep Network Architectures