✍️ Text Generation

📹 ICCV2025 · 1 paper notes

📌 Same area in other venues: 💬 ACL2026 (10) · 🔬 ICLR2026 (3) · 🤖 AAAI2026 (2)

Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation

This paper proposes DiffBrush, the first diffusion-based method for handwritten text-line generation. Through content-decoupled style learning (column/row masking) and a multi-scale content discriminator (line/word level), DiffBrush substantially outperforms existing methods in both style imitation and content accuracy.