Representation Learning, Spring 2025

Lecture 1: Introduction

Lecture 2: Generalization

Lecture 3: Generalization 2

Lecture 4: Generalization 3 - LLM

Lecture 5: Optimization

Lecture 6: Neural Architecture Search

Lecture 7: Neural Architecture Search 2

Lecture 8: Student Presentation Week (과제 발표)

Lecture 9: Information Theory in Deep Learning

Lecture 10: Deep Representation

Lecture 11: Information Theory to Contrastive Learning

Lecture 12: Topics in Contrastive Learning

Lecture 13: Representation of Deep Learning

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