Courses

OVERVIEW This course covers neural network architectures (deep learning), related math and the fundamental theory and application of AI algorithms most popular in the field of computer graphics. Programming assignments will help students develop graphics processing unit (GPU) programming skills while implementing concepts learned in lectures and readings using deep learning APIs on a GPU […]

MDU 4001 Introduction to Medical Science Seminar 1 (Translational Neuroscience) TH 2:00 – 5:00 PM, Spring 2023   Overview MDU4001 Introduction to Medical Science Seminar 1 (Translational Neuroscience) is a required elective for students in the UF Medical School Honors Program. The course is the first of two courses of introduction to the medical sciences. The […]

OVERVIEW This course covers fundamental theory and application of popular artificial intelligence (AI) algorithms in computer graphics. Introduces several neural network architectures and the mathematical principles behind them. A semester-long project motivated by research publications teaches technical writing and graphics processing unit (GPU) programming on a GPU cluster. Convolutional neural networks for denoising movies and […]

OVERVIEW This course covers neural network architectures (deep learning), related math and the fundamental theory and application of AI algorithms most popular in the field of computer graphics. Programming assignments will help students develop graphics processing unit (GPU) programming skills while implementing concepts learned in lectures and readings using deep learning APIs on the UF […]

MDU 4001 Introduction to Medical Science Seminar 1 (Translational Neuroscience) TH 2:00 – 5:00 PM, Spring 2022   Overview MDU4001 Introduction to Medical Science Seminar 1 (Translational Neuroscience) is a required elective for students in the UF Medical School Honors Program. The course is the first of two courses of introduction to the medical sciences. The […]

OVERVIEW CIS6930/4930 covers the fundamental theory and application of popular artificial intelligence (AI) algorithms in computer graphics. This course introduces several neural network architectures and the mathematical principles behind them. A semester-long project motivated by research publications teaches technical writing and graphics processing unit (GPU) programming on the NVIDIA HiPerGator GPU cluster. Convolutional neural networks […]

Course Description Deep learning algorithms are prevalent in computer graphics: from convolutional neural networks (CNNs) for denoising rendered movie frames to Generative Adversarial Networks (GANs) for simulating facial animation. This course covers the fundamental theory  and application of AI algorithms in the context of computer graphics through  lectures, reading assignments and a semester long programming […]

MDU 4001 Introduction to Medical Science Seminar 1 (Translational Neuroscience) TH 2:00 – 5:00 PM, Spring 2021   Overview MDU4001 Introduction to Medical Science Seminar 1 (Translational Neuroscience) is a required elective for students in the UF Medical School Honors Program. The course is the first of two courses of introduction to the medical sciences. […]