Bui, T. and Vo, K. 2026. Variance Calibrated Concept Aggregation for Personalized Image Captioning Across Heterogeneous Small Visual Collections With Sparse Tags. International Journal of Science, Engineering and Applied Technologies. 16, 2 (Feb. 2026), 17–34.