Sumam Idicula

Employment

• Muthoot Institute of Technology and Science Professor & HOD
• Cochin University of Science and Technology Professor & HOD

Education

• Cochin University of Science and Technology Ph.D
• Cochin University of Science and Technology M.Tech
• College of Engineering Trivandrum B.Sc(Engg.)

Projects & Funding

Projects & funding information is unavailable.

Publications (99)

• An Efficient Hybrid Deep Learning Approach for Translating Sanskrit Shlokas into Malayalam with Linguistic Preprocessing
  ACM Transactions on Asian and Low-Resource Language Information Processing 2026 DOI: 10.1145/3813805
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• A Systematic Survey of Automatic Image Description Generation Systems
  International Journal of Image and Graphics 2024 DOI: 10.1142/S0219467826500026
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• An answer recommendation framework for an online cancer community forum
  Multimedia Tools and Applications 2024 DOI: 10.1007/s11042-023-15477-9
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• GUI Element Detection via YOLOV8: A Deep Learning Approach for Widget Identification
  2024 1st International Conference on Trends in Engineering Systems and Technologies, ICTEST 2024 2024 DOI: 10.1109/ICTEST60614.2024.10576164
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• A Novel Approach For English-Hindi Cross lingual Summarization
  9th International Conference on Smart Computing and Communications: Intelligent Technologies and Applications, ICSCC 2023 2023 DOI: 10.1109/ICSCC59169.2023.10335063
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• Abstractive Summarization of Text Document in Malayalam Language: Enhancing Attention Model Using POS Tagging Feature
  ACM Transactions on Asian and Low-Resource Language Information Processing 2023 DOI: 10.1145/3561819
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• An Improved Query Similarity Model for Online Health Community Forum Using Cross-Attention Mechanism on Siamese Network
  Smart Innovation, Systems and Technologies 2023 DOI: 10.1007/978-981-19-7524-0_47
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• English to Indian Sign Language Gloss Structure Translation using Sequence to Sequence Model
  9th International Conference on Smart Computing and Communications: Intelligent Technologies and Applications, ICSCC 2023 2023 DOI: 10.1109/ICSCC59169.2023.10335040
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• Enhanced Video Classification System with Convolutional Neural Networks Using Representative Frames as Input Data
  Smart Innovation, Systems and Technologies 2023 DOI: 10.1007/978-981-19-4162-7_25
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• Malayalam Language Textual Inference Identification Through Attention over Embeddings
  IFIP Advances in Information and Communication Technology 2022 DOI: 10.1007/978-3-031-11633-9_1
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