Which Way Did It Move? Diagnosing and Overcoming Directional Motion Blindness in Video-LLMs
Jongseo Lee*, Hyuntak Lee*, Sunghun Kim, Sooa Kim, Jihoon Chung, Jinwoo Choi†
Post-Master Researcher, Vision and Learning Lab, Kyung Hee University
Advisor: Prof. Jinwoo Choi
I study how visual experience becomes knowledge of the world, from interpretable video models to video world models. Ultimately, I hope to build an agent that watches the world, understands it, and knows what comes next. Meet the agent I dream of building
Keywords: video understanding, video world models, interpretability, multimodal learning
Seeking PhD positions in the U.S., Fall 2027
Jongseo Lee*, Hyuntak Lee*, Sunghun Kim, Sooa Kim, Jihoon Chung, Jinwoo Choi†
Wooil Lee, Junpyo Hong, Jongseo Lee, Tuomas Oikarinen, Tsui-Wei Weng, Jinwoo Choi†
Jongseo Lee, Wooil Lee, Gyeong-Moon Park†, Seong Tae Kim†, Jinwoo Choi†
Jongseo Lee*, Kyungho Bae*, Kyle Min, Gyeong-Moon Park†, Jinwoo Choi†
Jongseo Lee*, Joohyun Chang*, Dongho Lee, Jinwoo Choi†
Jongseo Lee, Wooil Lee, Gyeong-Moon Park†, Seong Tae Kim†, Jinwoo Choi†
Jongseo Lee*, Dongho Lee*, Jinwoo Choi†
* equal contribution † corresponding author