SlugAtlasUC Santa Cruz

CSE 244CDeep Learning for Advanced Computer Vision

5 creditsGraduateStudent Option

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.

Prerequisites

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.

Find a section and add it to your scheduleLive seat counts, time-conflict checks and the walk from your previous class.

When it runs

Fall 2026Open Fall 2026

SectionTypeWhenWhereInstructorSeats
01Lecture
Tue Thu 11:40am–1:15pm
Engineer 2 192C. XieWait List 0/0

Who teaches it

InstructorRatingDifficultyWould take againReviews
CiHang Xie2.8 / 52.6 / 545%11

From RateMyProfessors, which is student-submitted and not a survey. Small review counts move a long way on one bad quarter.

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