CSE244C: Deep Learning for Advanced Computer Vision

This 10-week course delves deep into advanced computer vision with deep learning, introducing key concepts, applications, and the latest advancements in the field. Specifically, the course covers topics including image basics, convolutional neural network and its applications in different vision tasks (i.e., classification, detection, segmentation and video understanding), Transformer, self-supervised learning, vision language models, and three advanced topics. Upon completion, students should understand basics and cutting-edge advancements in this field and be able to solve real-world vision challenges. Prerequisite(s): CSE 244A is recommended but not required. Enrollment is restricted to CSE graduate students; other graduate students may enroll by permission of the instructor.

5 credits

Year	Fall	Winter	Spring	Summer
2023-24			Section 01 Yuyin Zhou (yzhou284)

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