TextPixs: Glyph-Conditioned Diffusion with Character-Aware Attention and OCR-Guided Supervision. - Syeda Anshrah Gillani; Mirza Samad Ahmed Baig; Osama Ahmed Khan; Shahid Munir Shah; Umema Mujeeb; Maheen Ali (CoRR, 2025)