CSE 676 Deep Learning

Session: [000], syllabus can be found in link

Time: Tuesday and Thursday 11:00AM - 12:20PM

Logistics information: (Office hours, location, TA information): can be found in Piazza

Others: class recordings and slides are available at UB Learns.

Brief class outline:

Week 1 and 2

• Math and Linear Regression

Week 3 and 4

• Review on Linear Regression, Softmax Regression and MLP

Week 5 and 6

• Convolutional Neural Networks and Recent Advances

Week 7

• Midterm (Coverage on Week 1,2,3,4)

Week 8 and 9

• Recurrent Neural Networks and Transformer

Week 10, 11, 12 and 13

• Continual Learning and Others (Optimizations, Federated Learning, Meta-Learning, etc)

Week 14 and 15

• Project Presentation