January 01, 2025 article Open access Exploring the Mathematical Foundations of Generative AI Models: VAEs, GANs, Transformers, and DMs IEEE Access DOI: 10.1109/access.2025.3647861 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 5 References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Diffusion models in medical imaging: A comprehensive survey 2023 Medical Image Analysis article Computer Science Generative Adversarial Networks and Image Synthesis cited by 3 patents 769 citations Welcome to the Era of ChatGPT et al. 2023 Business & Information Systems Engineering editorial Computer Science Artificial Intelligence Applications Open access cited by 4 patents 378 citations Denoising Diffusion Recommender Model 2024 International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) conference-paper Computer Science Recommender Systems and Techniques cited by 1 patent 86 citations 3 results