Professor/in Fakultät Elektrotechnik, Medien und Informatik
Telefon: +49 (9621) 482-3653
Fax: +49 (9621) 482-4653
c.bergler
@
oth-aw
.
de
Lehrgebiet(e): Deep Learning
Forschungsgebiet(e):
Deep Learning
Deep Learning applied to a broad spectrum of data- and domain-specific research fields, with focus on a wide portfolio of novel and distinct algorithmic deep learning concepts:
- Images
- Acoustics
- Machine & Sensor Signals
- Text Data
- Computer Vision
- Acoustic Sound Analysis
- Machine Signal Processing
- Natural Language Processing
- Transfer Learning
- Contrastive Learning
- Distillation Learning
- Federated Learning
- Supervised, Semi-Supervised & Unsupervised Learning
- Self-Supervised Learning
- Generative Learning
- Active Learning
- Multi-Modal Learning
- N-Shot Learning
- Representation Learning
- Causal Deep Learning
- (Deep) Reinforcement Learning
Zum Profil