CS 5043: Lecture Notes

• January 17: Course introduction (PDF)

• February 2: Deep Learning on the OSCER Supercomputer (PDF)

• February 9: Cross-Validation (PDF)

• February 16: Convolutional Neural Networks background (PDF)

• February 21: Keras Model API (PDF)

• March 7-April 6: Temporal Architectures (PDF)

• April 18: Cycle GANs (PDF)

• April 20: Data Driven Discovery of Physical Laws (PDF)

• April 27-May 2: Diffusion-based Generative Methods(PDF)

• May 2: Explainable AI Methods for Deep Networks (PDF)

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Last modified: Tue May 2 14:10:07 2023