References

Books:

• Deep Learning from Scratch 5 - Generative Model ゼロから作るDeep Learning❺ 生成モデル編 (Saitoh, 2024)

• Diffusion Models Mathematics of Data Generation Techniques 拡散モデル データ生成技術の数理 (Okanohara, 2023)

• Deep Learning (Goodfellow, Bengio, and Courville, 2016)

Papers:

• Denoising Diffusion Probabilistic Models (Ho et al., 2020)

• High-Resolution Image Synthesis with Latent Diffusion Models (Rombach et al., 2022)

• U-Net: Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)

• Attention Is All You Need (Vaswani et al., 2017)