Gaurav Kumar Nayak

Employment

• Indian Institute of Technology Roorkee Assistant Professor
  2024 - Present

Education

• University of Central Florida PostDoc
  2023 - 2024
• Kalka Public School Senior Secondary Education
  ? - 2009
• Vidya Vihar Residential School Primary and Seconday Education
  ? - 2007

Projects & Funding

Projects & funding information is unavailable.

Publications (32)

• DeepSeaVision: Enhanced Detection and Classification of Underwater Species
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3618106
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• Robust Few-Shot Learning Without Using Any Adversarial Samples
  IEEE Transactions on Neural Networks and Learning Systems 2025 DOI: 10.1109/TNNLS.2023.3336996
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• Generalized deep learning model for photovoltaic module segmentation from satellite and aerial imagery
  Solar Energy 2024 DOI: 10.1016/j.solener.2024.112539
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• DAD++: Improved Data-free Test Time Adversarial Defense
  arXiv 2023 DOI: 10.48550/arXiv.2309.05132
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• DE-CROP: Data-efficient Certified Robustness for Pretrained Classifiers
  Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023 2023 DOI: 10.1109/WACV56688.2023.00460
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• DISBELIEVE: Distance Between Client Models is Very Essential for Effective Local Model Poisoning Attacks
  arXiv 2023 DOI: 10.48550/arXiv.2308.07387
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• Data-Free Defense of Black Box Models Against Adversarial Attacks
  SSRN 2023 DOI: 10.2139/ssrn.4531714
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• Federated Learning on Heterogeneous Data via Adaptive Self-Distillation
  arXiv 2023
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• GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
  arXiv 2023 DOI: 10.48550/arXiv.2309.16020
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• Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition
  arXiv 2022 DOI: 10.48550/arXiv.2211.13171
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