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cs.AI2026
MemeBench: What LVLMs Miss When Interpreting Culture-Dependent Memes
Weihang Wang, Kainan Tu, Jielei Zhang +9
Large vision-language models have improved at describing visual content, but accurate descriptions do not ensure interpretation when meaning depends on knowledge beyond the pixels.…
cs.CV2026
VecFontLLM: Anchor-Guided Direct Synthesis of Chinese Vector Fonts
Hao Yuan, Yuxuan Luo, Xing Chen +1
Direct generation of Chinese vector fonts is a challenging and ongoing problem. A Chinese vector glyph contains complex component structure, anchor layout, and Bézier curve details…
cs.CV2026
Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation
Haonan Cai, Yuxuan Luo, Zhouhui Lian
Manual font design is an intricate process that transforms a stylistic visual concept into a coherent glyph set. This challenge persists in automated Few-shot Font Generation (FFG)…