383 citations · 736 across the 18 of their papers we have counts for
4 papers · 1 filter
Can Visual Generation Expand What Unified Multimodal Models Know?
Wenkai Li, Wenyi Hong, Zhuoyi Yang +1
Unified multimodal models (UMMs) receive image-generation supervision that exposes them to visual information not fully documented in text. Can learning to generate images expand w…
Video2Code: Generating Interactive Webpages from UI Videos via Action-Aware Revisit
Mingde Xu, Zhen Yang, Yan Wang +7
UI videos provide a natural input for generating interactive webpages, as they capture both webpage appearance and action-triggered state transitions. However, directly applying vi…
GLM-OCR Technical Report
Shuaiqi Duan, Yadong Xue, Weihan Wang +20
GLM-OCR is an efficient 0.9B-parameter compact multimodal model designed for real-world document understanding. It combines a 0.4B-parameter CogViT visual encoder with a 0.5B-param…
Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification
Zehai He, Wenyi Hong, Zhen Yang +4
Recent advances in large language models have improved the capabilities of coding agents, yet systematic evaluation of complex, end-to-end website development remains limited. To a…