Shilpa Abraham

Employment

• Cochin University of Science and Technology Assistant Professor
  2016 - 2022

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (6)

• MHSA-enhanced CNNs with TOPSIS-driven ensemble learning for automated diabetic retinopathy grading
  Biomedical Signal Processing and Control 2026 DOI: 10.1016/j.bspc.2025.108614
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• Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading
  Engineering Applications of Artificial Intelligence 2025 DOI: 10.1016/j.engappai.2025.110364
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• 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
  Journal of Ambient Intelligence and Humanized Computing 2024 DOI: 10.1007/s12652-024-04758-2
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• Visual Saliency Modeling with Deep Learning: A Comprehensive Review
  Journal of Information & Knowledge Management 2022 DOI: 10.1142/S0219649222500666
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• DenseASPP Enriched Residual Network Towards Visual Saliency Prediction
  2022 DOI: 10.1007/978-3-031-11349-9_8
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• Residual Decoder based U-Net for Semantic Segmentation
  Advances in Intelligent Systems and Computing 2021 DOI: 10.1007/978-981-16-2597-8_60
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