慕尼黑工业大学的最新课程《Advanced Deep Learning for Computer vision》将实行网上授课,课程PPT也已经放出。
课程网址:https://dvl.in.tum.de/teaching/adl4cv-ss20/
课程目录:
Lecture
- Introduction to the course and projects
- Neural network visualization and interpretability
- Similarity Learning
- Attention and transformers
- Graph neural networks
- Autoencoders & VAE
- Generative models I
- Generative models II
- Videos, autoregressive models, multi-dimensionality
- Domain Adaptation and Transfer Learning
讲师团队非常强大,包括大神 Matthias Niessner 教授和 Laura Leal-Taixé 教授,如下所示
这门课是关于什么的?
介绍各种计算机视觉任务的高级深度学习方法
课件一览