Jiwook Han

About

I am an M.S. student in Computer Science & Engineering at Kyung Hee University, advised by Prof. Jinwoo Choi at VLLab. I also work closely with Prof. Joonseok Lee at Seoul National University.

Research Interests

My research interests lie in video understanding, object-centric learning, and self-improving models. I am motivated by how humans acquire general world knowledge: by reasoning over persistent entities rather than spurious correlations, and by continually learning from self-generated experience. Specifically, I am interested in two questions: what structured representations allow video models to reason compositionally and transfer across domains, and how models can keep acquiring knowledge from video without relying on human annotation. I am also broadly interested in world models that learn through prediction in latent space.

Video Understanding Object-Centric Learning Self-Improving Models World Models