Abstract Recent progress in Large Multimodal Models (LMM) has opened up great
possibilities for various applications in the field of human-machine interactions. However …

3D dense captioning stands as a cornerstone in achieving a comprehensive understanding
of 3D scenes through natural language. It has recently witnessed remarkable achievements …

This paper studies the problem of pre-training for small models, which is essential for many
mobile devices. Current state-of-the-art methods on this problem transfer the …