Advances in diffusion models for image data augmentation: a review of methods, models, evaluation metrics and future research directions.

Panagiotis Alimisis

Panagiotis Alimisis Ioannis Mademlis Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Georgios Th. Papadopoulos Advances in diffusion models for image data augmentation: a review of methods, models, evaluation metrics and future research directions. 112 2025 April 58 Artif. Intell. Rev. 4 https://doi.org/10.1007/s10462-025-11116-x db/journals/air/air58.html#AlimisisMRSP25 streams/journals/air

Panagiotis Alimisis Christos Diou Learning Robust Intervention Representations with Delta Embeddings. 2025 August abs/2508.04492 CoRR https://doi.org/10.48550/arXiv.2508.04492 db/journals/corr/corr2508.html#abs-2508-04492 streams/journals/corr

Panagiotis Alimisis Ioannis Mademlis Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Georgios Th. Papadopoulos Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions. 2024 abs/2407.04103 CoRR https://doi.org/10.48550/arXiv.2407.04103 db/journals/corr/corr2407.html#abs-2407-04103 streams/journals/corr

Antonios Makris Ioannis Kontopoulos Panagiotis Alimisis Konstantinos Tserpes A Comparison of Trajectory Compression Algorithms Over AIS Data. 92516-92530 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3092948 db/journals/access/access9.html#MakrisKAT21

Christos Diou Ioannis Kontopoulos Ioannis Mademlis Antonios Makris Georgios Th. Papadopoulos Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Konstantinos Tserpes