2 papers
cs.CV2026
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.CV2025
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…