Professor/in Fakultät Elektrotechnik, Medien und Informatik
Professor
Telefon: +49 (9621) 482-3653
Fax: +49 (9621) 482-4653
c.bergler
@oth-aw.de
Lehrgebiet(e): Deep Learning
Forschungsgebiet(e):
Deep Learning applied to a broad spectrum of data- and domain-specific research fields, covering a wide portfolio of novel and distinct algorithmic deep learning concepts:
- Data:
- Images
- Acoustics
- Machine & Sensor Signals
- Text Data
- Domain:
- Computer Vision
- Acoustic Sound Analysis
- Machine Signal Processing
- Natural Language Processing
- Deep Learning Concept:
- Transfer Learning
- Contrastive Learning
- Distillation Learning
- Federated Learning
- Supervised, Semi-Supervised & Unsupervised Learning
- Self-Supervised Learning
- Generative Learning
- One-/Single-Shot Learning
- Representation Learning
- Multimodal Learning
- Reinforcement Learning
As part of my field of research - Deep Learning - there exist several opportunities for bachelor's and master's theses, either addressing differennt personal scientific topics (internal thesis), or research questions in collaboration with industrial partners (external thesis) .
GitHub: https://github.com/ChristianBergler
Zum Profil
