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Yixin Zhu | PKU

Yixin Zhu | PKU

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Teaching

[04835030] Computer Vision

Syllabus & Logistics
01. Introduction
02. Image Formation
03. Image Processing
04. Features and Matching
05. Structure from Motion
06. Stereo Reconstruction
07. Machine Learning Crash Course
08. Probabilistic Graphical Model
09. Deep Neural Networks
10. Convolutional Neural Networks
11. Sequence Models
12. Visual Recognition
13. Visual Representation Learning
14. 3D Scene Understanding
15. Vision and Language
16. Vision meets Cognition
17. Vision for Embodied Agents

Contents

17. Vision for Embodied Agents

Egocentric vision

3D representation for embodied agent

Active vision

Reinforcement learning

Visual policy learning

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16. Vision meets Cognition

Last updated on Jul 31, 2022

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