Junhyeok Choi

Multimodal Dataset Distillation Made Simple by Prototype-guided Data Synthesis

Recent advances in multimodal learning have achieved remarkable success across diverse vision–language tasks. However, such progress heavily relies on large-scale image–text datasets, making training costly and inefficient. Prior efforts in dataset filtering and pruning attempt to mitigate this iss…