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Haonan Cai

2 accepted papers

2026

Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation

CVPR 2026

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), where models struggle to preserve both structural integrity and stylistic fidelity from limited references. While auto

Cited by 0SourcecodeScholar
2025

MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning

NeurIPS 2025poster

In this paper, we introduce knowledge image generation as a new task, alongside the Massive Multi-Discipline Multi-Tier Knowledge-Image Generation Benchmark (MMMG) to probe the reasoning capability of image generation models. Knowledge images have been central to human civilization and to the mechan…

Cited by 0SourceScholar