Teaching

Chaim Baskin

 

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30/12/2021, MIT

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236781Deep Learning

Deep learning has rapidly become a de facto standard for many AI tasks in numerous market segments on platforms ranging from mobile devices to supercomputers. The course will focus on basic notions in deep learning, deep network architectures, training regimes and algorithms, concepts of hardware accelerators, and a lot of hands-on coding.

236781Seminar in Deep Learning

The course will focus on presenting and analyzing recent research in Computer Vision, NLP, generative models, graph learning and additional deep learning related topics. The course will comprise frontal presentations in the first few weeks, followed by presentations given by the students over selected papers.