cv

Task Diversity Shortens the ICL Plateau

arXiv

In-context learning, Language Models

Image Clustering Conditioned on Text Criteria

International Conference on Learning Representations

Vision Language Model, Large Language Model, Clustering

Diffusion Probabilistic Models Generalize when They Fail to Memorize

ICML 2023 Workshop on Structured Probabilistic Inference & Generative Modeling

Diffusion Models, Generalization, Memorization

Rotation and Translation Invariant Representation Learning with Implicit Neural Representations

International Conference on Machine Learning

Representation Learning, Implicit Neural Representations, Clustering

WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points

International Conference on Machine Learning

Generative adversarial networks, Infinitely Large Networks, Theory

Ph.D.

Seoul National University

Graduate School of Artificial Intelligence

M.S.

Seoul National University

Department of Mathematical Sciences

B.S.

Dankook University

Department of Mathematics Education

Research Internship

Naver AI Lab

Topic: Vision Language Representations

Research Internship

KRAFTON

Topic: Finding novel tasks by leveraging Foundation Models

(Mandatory) Military Service

Korean Army

Youlchon AI STAR

Youlchon & SNU AIIS

Samsung DS excellent paper award

Samsung DS

Best poster awards

SNU Artificial Intelligence Institute

Outstanding TA award

Department of Mathematical Sciences

I received the Outstanding TA Award for my work for the Mathematical Foundations of Deep Neural Networks course in Fall 2021.

Generative AI and Foundation Models

Seoul National University

Mathematical Foundations of Deep Neural Networks

Seoul National University

Mathematical Algorithms 1 (Graduate)

Seoul National University

Calculus

Seoul National University