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- Association Between VEGF Expression and Diffusion Weighted Imaging in Several Tumors—A Systematic Review and Meta-Analysis Diagnostics, 2019
- Gas diffusion electrode design for electrochemical carbon dioxide reduction Chemical Society Reviews, 2020
- Molecular Structure and Modeling of Water–Air and Ice–Air Interfaces Monitored by Sum-Frequency Generation Chemical Reviews, 2020
- Diffusion tensor imaging versus intraoperative subcortical mapping for glioma resection: a systematic review and meta-analysis Neurosurgical Review, 2023
- Diffusion Tensor Imaging Studies on Spontaneous Subarachnoid Hemorrhage-Related Brain Injury: A Mini-Review Frontiers in Neurology, 2020
- Application of diffusion tensor imaging in the diagnosis of post-stroke aphasia: a meta-analysis and systematic review Frontiers in Psychology, 2023
- Mamba-Based Deep Learning Methods in Medical Image Analysis: A Systematic Literature Review IEEE Access, 2025
- Text-to-Image Cross-Modal Generation: A Systematic Review arXiv (Cornell University), 2024
- Development of Atomistic Kerogen Models and Their Applications for Gas Adsorption and Diffusion: A Mini-Review Energy & Fuels, 2023
- White-matter tract abnormalities and antisocial behavior: A systematic review of diffusion tensor imaging studies across development NeuroImage Clinical, 2017
- Lesion discrimination with breath-hold hepatic diffusion-weighted imaging: A meta-analysis World Journal of Gastroenterology, 2015
- Deep Learning-Based Fake Image Detection Using Transfer Learning: A Systematic Review International Journal for Research in Applied Science and Engineering Technology, 2026
- Transformer Models in Digital Image Processing: A Systematic Review of Architectures and Applications PROtek Jurnal Ilmiah Teknik Elektro, 2026
- A systematic review of generative artificial intelligence techniques for synthetic medical image datasets: Quality, models, public availability and applications Computer Methods and Programs in Biomedicine, 2026
- Cerebellar imaging with diffusion magnetic resonance imaging: approaches, challenges, and potential Current Opinion in Behavioral Sciences, 2024
- Diffusion Tensor Imaging Biomarkers to Predict Motor Outcomes in Stroke: A Narrative Review Frontiers in Neurology, 2019
- Diffusion Models for Human-Robot Interaction: A Systematic Review Durham Research Online (Durham University), 2026
- AI-Driven 3D/4D Content Generation, Editing, and Animation Using Diffusion Models and Gaussian Splatting: A Narrative Review Exploring Science Academic Conference Series, 2026
- Diffusion Models for MRI Reconstruction: A Systematic Review of Standard, Hybrid, Latent and Cold Diffusion Approaches Electronics, 2025
- Deep generative models in digital subtraction angiography (DSA) and X-ray angiography: a systematic review Artificial Intelligence Review, 2026
- Diffusion Model for Planning: A Systematic Literature Review arXiv (Cornell University), 2024
- Generative Artificial Intelligence for Medical Imaging Synthesis and Augmentation from 2017 to 2026: A Systematic Review of Diffusion Models, GANs, and VAEs for MRI, CT, X-Ray, and Pathology Journal of Artificial Intelligence for Healthcare Systems, 2026
- Painting with Probability: A Narrative Review of Deep Generative Models from Variational Autoencoders to Latent Diffusion Zenodo (CERN European Organization for Nuclear Research), 2026
- Generative Artificial Intelligence in Healthcare: A Systematic Review of GANs, Diffusion Models, Large Language Models, and Variational Autoencoders for Medical Applications European Journal of Applied Science Engineering and Technology, 2025
- A Systematic Review of Text-to-Image and Image-to-Image Synthesis Models International Conference on Recent Advances in Information Technology, 2025
- Methodologies for Diffusion Model Interpretability: A Systematic Review IEEE Transactions on Artificial Intelligence, 2025
- Advancements, Challenges, and Future Directions in Scene-Graph-Based Image Generation: A Comprehensive Review Electronics, 2025
- A Survey on Personalized Content Synthesis with Diffusion Models Machine Intelligence Research, 2024
- Controlling Space and Time with Diffusion Models International Conference on Learning Representations, 2024
- DemoFusion: Democratising High-Resolution Image Generation With No $$$ Computer Vision and Pattern Recognition, 2023
- Diffusion models in protein structure and docking WIREs Computational Molecular Science, 2024
- Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey ACM Computing Surveys, 2024
- Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives IEEE Transactions on Geoscience and Remote Sensing, 2024
- Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance Neural Information Processing Systems, 2024
- Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices arXiv.org, 2024
- Text2Fit: An End-to-End Virtual Try-On and Poster Generation Agent Based on Diffusion Models International Conference on the Software Process, 2026
- Tutorial on Diffusion Models for Imaging and Vision Foundations and Trends in Computer Graphics and Vision, 2024
- Synthetic Cardiac MRI Image Generation using Deep Generative Models arXiv.org, 2026
- A Comprehensive Review of Diffusion Models in Smart Agriculture: Progress, Applications, and Challenges arXiv.org, 2025
- From Iterative Denoising to Conditional Generation: A Survey on Diffusion Model-Driven Methods for Blind Image Super-Resolution 2025 5th International Conference on Electronic Information Engineering and Computer Communication (EIECC), 2025
- Research and Analysis of VAE, GAN, and Diffusion Generation Models Science and Technology of Engineering, Chemistry and Environmental Protection, 2025
- Stable Diffusion Approaches for Image Generation from Text in Low-Resource Languages International Conference Computational Vision and Bio Inspired Computing, 2026
- Diffusion Models in Low-Level Vision: A Survey IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
- Image Generation Models: A Technical History arXiv.org, 2026
- Text-to-Video Generation Using AnimateDiff and Temporal Diffusion Models 2026 4th International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), 2026
- Recent Advances in Controllable Image Generation with Deep Learning Models ITM Web of Conferences, 2026
- Text-to-Image Generation via Deep Learning: A Comprehensive Review of Models, Architectures, and Future Directions Applied Sciences, 2026
- Language-Guided Generation of Specific Driving Scenarios Using Diffusion Models Proceedings of the 4th International Conference on Image, Algorithms, and Artificial Intelligence, ICIAAI 2026, 22-24 May 2026, Singapore, Singapore, 2026
- Text to Image Generation and Editing: A Survey arXiv.org, 2025
- Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models Visual Communications and Image Processing, 2023
- An Overview of Diffusion Models for Text Generation International Convention on Information and Communication Technology, Electronics and Microelectronics, 2023
- Generative diffusion models in infinite dimensions: a survey Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 2025
- Efficient Diffusion Models: A Comprehensive Survey From Principles to Practices IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025
- Diffusion Models for Agricultural Imaging: A Systematic Review of Methods, Applications and Future Prospects Impact in Agriculture, 2025
- Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinment North American Chapter of the Association for Computational Linguistics, 2025
- AI Image Generation Technology in Ophthalmology: Use, Misuse and Future Applications Progress in retinal and eye research, 2025
- A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images arXiv.org, 2025
- Synthetic CT Image Generation From CBCT: A Systematic Review IEEE Transactions on Radiation and Plasma Medical Sciences, 2025
- Diffusion models for robotic manipulation: a survey Frontiers Robotics AI, 2025
- Generative AI in Architectural Conceptual Design: A Structured Scoping Review of LLMs, Text-to-Image Diffusion Models, Spatial Layout Generation, BIM-AI Coupling, and Human-AI Workflows Buildings, 2026
- The Enhancement of Advanced Text-to-Image Diffusion Generation Models: A Review 2024 International Conference on Image Processing, Computer Vision and Machine Learning (ICICML), 2024
- Research and Comparison of Ceramic Image Generation Through Fine-Tuning Stable Diffusion 2024 2nd International Conference on Machine Vision, Image Processing & Imaging Technology (MVIPIT), 2024
- Improved Diffusion Model for Fast Image Generation Machine Learning for Multimodal Interaction, 2024
- Advancements in Image-to-Image Generation: A Comparative Study of Stable Diffusion Model 2 2024 1st International Conference on Advances in Computing, Communication and Networking (ICAC2N), 2024
- Fine Tuning Text-to-Image Diffusion Models for Correcting Anomalous Images arXiv.org, 2024
- Protective Perturbations Against Unauthorized Data Usage in Diffusion-Based Image Generation International Conference on Advanced Cloud and Big Data, 2024
- AI Driven LLM integrated diffusion models for Image Enhancement- A Survey 2024 IEEE Conference on Engineering Informatics (ICEI), 2024
- A Comprehensive Review of Diffusion Models in AI-Generated Content for Image Applications Applied and Computational Engineering, 2024
- A Comprehensive Survey of Text Encoders for Text-to-Image Diffusion Models EAI Endorsed Transactions on AI and Robotics, 2024
- Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey International Journal of Computer Vision, 2023
- A Comparative Analysis of Text-to-Image Generation Models: Diffusion and Autoencoder Approaches International Journal for Research in Applied Science and Engineering Technology, 2026
- Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey Information Fusion, 2024
- Latent Diffusion Models for Image Watermarking: A Review of Recent Trends and Future Directions Electronics, 2024
- Infinite Leagues Under the Sea: Photorealistic 3D Underwater Terrain Generation by Latent Fractal Diffusion Models arXiv.org, 2025
- Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation arXiv.org, 2023
- A Survey of Text-to-Image Diffusion Models in Generative AI Confluence, 2024
- Towards Sustainable Image Synthesis: A Comprehensive Review of Text-to-Image Generation Models International Research Journal of Multidisciplinary Technovation, 2025
- Conditional Latent Diffusion for Precision-Controllable Image Generation ITM Web of Conferences, 2025
- A Survey of Training-free Diffusion-based Image Generation with Free-form Mask 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), 2025
- Transfer Learning for Text-To-Image Diffusion Models: Methods, Challenges, and Applications International Journal of Innovative Research in Advanced Engineering, 2025
- Recent Advances in Generative Models for Synthetic Brain MRI Image Generation Studies in Health Technology and Informatics, 2025
- Enhancing image-based virtual try-on with Multi-Controlled Diffusion Models Neural Networks, 2025
- Text to Image Generation: A Literature Review Focus on the Diffusion Model ITM Web of Conferences, 2025
- Diffusion models in text generation: a survey PeerJ Computer Science, 2024
- A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models arXiv.org, 2025
- Image Editing with Diffusion Models: A Survey arXiv.org, 2025
- A Comprehensive Review of Image Restoration Research Based on Diffusion Models Mathematics, 2025
- Advancements in diffusion models for high-resolution image and short form video generation GSC Advanced Research and Reviews, 2024
- Sustainable Design on Intangible Cultural Heritage: Miao Embroidery Pattern Generation and Application Based on Diffusion Models Sustainability, 2025
- Fingerprint Image Generation Using Deep Generative Models: From GANs to Diffusion Models ITM Web of Conferences, 2026
- Beyond image generation: visual data analysis with diffusion models—a comprehensive survey Artificial Intelligence Review, 2026
- Collaborative Control in Diffusion Models for Precise Image Generation: A Survey Mathematics, 2026
- Efficient Diffusion Models for Image Generation: A Cost-Decomposition Perspective Applied and Computational Engineering, 2026
- Comparative Evaluation of ControlNet Variants for Structured Image Generation in Diffusion Models 2026 1st International Conference on Innovation & Growth in Next-Gen Intelligent Technology & Engineering (IGNITE), 2026
- Enhancing Artistic Style Transfer: Integrating CycleGAN, Diffusion Models, and Neural Painting for Monet-Inspired Image Generation Applied and Computational Engineering, 2024
- Advancements in Text-to-Image Diffusion Models for Personalized Image Generation: A Review of ID-Preserving Techniques of InstantID IC-ITECHS, 2024
- Advancements in Diffusion Models for Image Generation: A Comparative Analysis of DDPM, LDM, and DDIM Applied and Computational Engineering, 2024
- Comparative Analysis of Image Generation Based on GAN, VAE, and Diffusion Models Proceedings of the 3rd International Conference on Data Science, Advanced Algorithms, and Intelligent Computing, 2025
- Text-to-Image Generation: GANs,Diffusion Models and Creator Zone IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, 2025
- AI-driven digital holographic microscopy for label-free quantitative cellular analysis: toward low-cost and field-deployable platforms Biomedical optics express, 2026
