DenseASPP Enriched Residual Network Towards Visual Saliency Prediction. - Shilpa Elsa Abraham; Binsu C. Kovoor (CVIP (2), 2021)

Visual Saliency Modeling with Deep Learning: A Comprehensive Review. - Shilpa Elsa Abraham; Binsu C. Kovoor (J. Inf. Knowl. Manag., 2023)

Unifying convolution and transformer: a dual stage network equipped with cross-interactive multi-modal feature fusion and edge guidance for RGB-D salient object detection. - Shilpa Elsa Abraham; Binsu C. Kovoor (J. Ambient Intell. Humaniz. Comput., 2024)

Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading. - Shilpa Elsa Abraham; Binsu C. Kovoor (Eng. Appl. Artif. Intell., 2025)