Soma Dasgupta

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Publications (13)

• Method and system for two stage model training to generate a class focused segmentation model
  2026
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• Morphogenetic Field Loss for Unified Medical Image Segmentation
  2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI) 2026
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• DLA-HybridNet: Governance-Aware Edge Segmentation via Hybrid Aggregation Distillation
  2025 DOI: 10.1145/3799830.3799845
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• Framework for creating a face recognition system in a tiny machine learning model
  2025
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• PCPredG: Protein Complex Prediction Using Graphlet Features
  IEEE Transactions on Computational Biology and Bioinformatics 2025 DOI: 10.1109/TCBBIO.2025.3540117
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• Automated Generation of Accurate, Compact and Focused Crop and Weed Segmentation Models
  2025 DOI: 10.1007/978-3-031-91835-3_11
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• Omnisegnet: Towards scalable, efficient & universal medical image segmentation
  2025
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• Sparsesegnet: A boundary-aware lightweight segmentation architecture for skin lesions
  The 17th Asian Conference on Machine Learning (Conference Track) 2025
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• Y-Net: A Compact Edge-Friendly Model for Multi-Modal Medical Image Segmentation
  2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2025
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• Automatic Generation of Highly Accurate Parameter-optimal Segmentation Models in Precision Agriculture
  2024 DOI: 10.1145/3703323.3704272
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