TGSR: Text-Grounded Diffusion for Faithful Image Super-Resolution

cs.CV

Submitted: 2026-10-09

Updated: 2026-10-09

Comments: 22 pages, 9 figures, 12 tables

Code: https://github.com/chaofengc/IQA-PyTorch

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Qwen2.5-VL Technical Report
• Unified Diffusion Transformer for High-fidelity Text-Aware Image Restoration
• Decoupled Weight Decay Regularization
• Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance
• Hallucination Score: Towards Mitigating Hallucinations in Generative Image Super-Resolution
• Detecting Curve Text in the Wild: New Dataset and New Solution

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