I am Namhun Kim, a M.S. student in the Graduate School of Artificial Intelligence at Pohang University of Science and Technology, where I work under the guidance of Prof. Suha Kwak.

My research focuses on representation learning with state-space models (SSMs), with a particular emphasis on computer vision. I work on 2D state-space models (SSMs) to build efficient tokenizers for diffusion models, and on video-adapted SSMs that maintain long-context consistency.