Sudipta Mukhopadhyay

Employment

• Zensar Technologies Senior Data Scientist
  2023 - Present
• Siemens Technology and Services Private Limited Data Scientist

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Enhanced Solar Panel Multiclass Fine Grained Classification Using Attention Distilled Self-Supervised Learning and Combined Loss
  2024 DOI: 10.1109/ICACCS60874.2024.10717196
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• Robust Fault Diagnostics of Industrial Motors: The Signal-to-Image Approaches for Sensor Data Using Multi-Task Transformers with Diverse Attention Mechanism
  2024 IEEE 3rd International Conference on Control, Instrumentation, Energy & Communication (CIEC) 2024 DOI: 10.1109/ciec59440.2024.10468531
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• Boosting Tiny Object Detection in Complex Backgrounds Through Deep Multi-Instance Learning
  2024 DOI: 10.1007/978-981-97-3245-6_20
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• Performance Comparison of Differential Evolutionary Algorithm‐Based Contour Detection to Monocular Depth Estimation for Elevation Classification in 2D Drone‐Based Imagery
  Optimization Techniques in Engineering 2023 DOI: 10.1002/9781119906391.ch9
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• Multiclass Altitude and Rotation Invariant Object Detection Using Slicing Objectness Loss (SOL) For Images with Complex Background
  2023 11th International Symposium on Electronic Systems Devices and Computing (ESDC) 2023 DOI: 10.1109/esdc56251.2023.10149850
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• Exploring The Impact of Motif-Driven Causal Temporal Analysis Using Graph Neural Network in Improving Large Language Model Performance for Pharmacovigilance
  2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS) 2023 DOI: 10.1109/icaccs57279.2023.10112876
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• Comparative study of generative adversarial networks for sensor data generation-based remaining useful life classification
  Hybrid Computational Intelligent Systems 2023 DOI: 10.1201/9781003381167-22
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• Application of Deep Reinforcement Learning to an extreme contextual and collective rare event with multivariate unsupervised reward generator for detecting leaks in large-scale water pipelines
  2023 DOI: 10.1109/ICECCT56650.2023.10179850
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• A Dual Fine Grained Rotated Neural Network for Aerial Solar Panel Health Monitoring and Classification
  2023 DOI: 10.1007/978-981-99-1414-2_35
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• A Novel Knowledge Distillation Technique for Colonoscopy and Medical Image Segmentation
  Evolution in Computational Intelligence 2023 DOI: 10.1007/978-981-99-6702-5_7
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