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Add new book reference for text-to-image generation #9

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- (arXiv 2024.12) DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation, [[Paper]](https://arxiv.org/pdf/2503.10618.pdf)
- (arXiv 2025.08) Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration, [[Paper]](https://arxiv.org/pdf/2508.14483.pdf),[[Code]](https://github.com/csbhr/Vivid-VR)
- (arXiv 2025.10) Erased, But Not Forgotten: Erased Rectified Flow Transformers Still Remain Unsafe Under Concept Attack, [[Paper]](https://arxiv.org/pdf/2510.00635.pdf)
- (Manning Publications 2025.12) Build a Text-to-Image Generator (from Scratch), [[Book]](https://www.manning.com/books/build-a-text-to-image-generator-from-scratch)