most citedAdvances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions

2 citations · 2 across the 2 of their papers we have counts for

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cs.CV2025

Learning Robust Intervention Representations with Delta Embeddings

Panagiotis Alimisis, Christos Diou

Causal representation learning has attracted significant research interest during the past few years, as a means for improving model generalization and robustness. Causal represent…

cs.CV2024★ 2 cited

Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions

Panagiotis Alimisis, Ioannis Mademlis, Panagiotis Radoglou-Grammatikis +2

Image data augmentation constitutes a critical methodology in modern computer vision tasks, since it can facilitate towards enhancing the diversity and quality of training datasets…