DEEPAK PARASHAR

Employment

• Manipal Academy of Higher Education Associate Professor
  2025 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (22)

• Elastic Cloud Scaling for Small Models: Dynamic Resource Allocation as an Alternative to Training Large LLMs
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3696425
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• FMFT: A Memory-Augmented Multi-Feature Fusion Transformer Enhanced With Retrieval Augmented Graph-Based Few-Shot Learning
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3722945
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• GraphSageNMT: Graph-Augmented Neural Machine Translation With Dynamic Context Retrieval for Indic Languages
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3695199
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• A curated dataset of 3,477 high-resolution Grapevine (Vitis vinifera) leaf images for automated detection of Black Rot, Esca, and Leaf Blight diseases
  Scientific Data 2026 DOI: 10.1038/s41597-026-07431-9
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• AI- and Deep Learning-Powered Driver Drowsiness Detection Method Using Facial Analysis
  Applied Sciences 2025 DOI: 10.3390/app15031102
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• Improved method for stress detection using bio-sensor technology and machine learning algorithms
  MethodsX 2024 DOI: 10.1016/j.mex.2024.102581
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• 2-D Empirical LP Wavelet Transform based Automated Framework for Glaucoma Screening
  2023 International Conference on Disruptive Technologies (ICDT) 2023 DOI: 10.1109/icdt57929.2023.10151239
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• An Automatic Framework for Number Plate Detection using OCR and Deep Learning Approach
  International Journal of Advanced Computer Science and Applications 2023 DOI: 10.14569/ijacsa.2023.0140402
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• Analogy of Wrist Pulse Signals in the Context of ECG Signals
  Advances in Bioinformatics and Biomedical Engineering 2022 DOI: 10.4018/978-1-6684-3947-0.ch007
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• Automated Glaucoma Classification Using Advanced Image Decomposition Techniques From Retinal Fundus Images
  Advances in Bioinformatics and Biomedical Engineering 2022 DOI: 10.4018/978-1-6684-3947-0.ch013
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