Soumick Sarker

Employment

• Nanyang Technological University PhD Student
  2025 - 2029

Education

• Nanyang Technological University PhD
  2025 - Present
• Indian Institute of Technology Kharagpur BTech/MTech Dual Degree
  2019 - 2024

Projects & Funding

Projects & funding information is unavailable.

Publications (10)

• Can We Trust What We See? Interpretable Deep Learning for Detecting Face-Swapped Deepfake Videos
  Information Systems Frontiers 2026 DOI: 10.1007/s10796-026-10793-5
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• Learning to See the Elephant in the Room: Self-Supervised Context Reasoning in Humans and AI
  2026 DOI: 10.21203/rs.3.rs-8942453/v1
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• FGI-CogViT: Fuzzy Granule-based Interpretable Cognitive Vision Transformer for Early Detection of Alzheimer’s Disease using MRI Scan Images
  Information Systems Frontiers 2026 DOI: 10.1007/s10796-024-10541-7
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• Quantasio: A Generalized Neural Framework for Solving 3-D Navier–Stokes Dynamics
  IEEE Transactions on Artificial Intelligence 2026 DOI: 10.1109/TAI.2025.3581506
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• A Two-Stage Method for Detection and Distance Perception of Traffic Lights
  2026 DOI: 10.1007/978-981-96-9642-0_36
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• OptiTrackEx: A Deep Learning Approach to Real Time Vehicle Collision Detection
  2026 DOI: 10.1007/978-981-96-9642-0_35
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• Real-time fall detection on roads using transfer learning-based granulated Bi-LSTM
  Knowledge-Based Systems 2025 DOI: 10.1016/j.knosys.2025.113038
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• Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin
  Arxiv 2025 DOI: 10.48550/arXiv.2509.23259
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• Energy-Well Based Distance-Aware Attention Mechanism for Tunable Focus: An Alternative to Self-Attention
  2024 DOI: 10.36227/techrxiv.173145064.43169558/v1
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• NovaNet: A Novel Method for Enhanced Pothole Detection on Road
  2024 8th International Conference on System Reliability and Safety Icsrs 2024 2024 DOI: 10.1109/ICSRS63046.2024.10927473
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