143 citations · 146 across the 14 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.CL2026
More Than Seeing: Vision as Scalable Anchors in Native Multimodal Pre-Training
Haoyuan Wu, Aoqi Wu, Jiani Hu +1
Native multimodal pre-training trains a single model from scratch on text and multimodal data, enabling it to understand both language and visual inputs. However, how visual signal…
cs.CL2026
Scaling Native Multimodal Pre-Training From Scratch
Haoyuan Wu, Aoqi Wu, Hai Wang +3
Although large language models (LLMs) exhibit remarkable reasoning capabilities, their reliance on text-only pre-training restricts the perception of the multimodal physical world.…