Deep learning models
provide state of the art performance on many practical machine learning tasks.
However, there is a large gap between our
theoretical / conceptual understanding and practice.
The intern will work in one of the follow areas,
depending on interest and background:
-
deep learning models
- adversarial attacks and robustness
-
optimization for deep learning
-
generalization of deep learning
-
GANs
-
model compression