Hemkant Nehete

Employment

Employment history is unavailable.

Education

• Indian Institute of Technology Roorkee PhD
  2021 - Present
• Vishwakarma Institute of Technology Bachelors of Technology in Electronics Enginnering
  2017 - 2021

Projects & Funding

Projects & funding information is unavailable.

Publications (22)

• ASM-DiffConvNet: Physics-Guided Difference Convolution Network for Single-Image Restoration
  IEEE Signal Processing Letters 2026 DOI: 10.1109/LSP.2025.3646138
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• MRAM-Based CiM Architecture for Backpropagation-free Training of Neural Networks using DFA and DRTP
  IEEE Transactions on Magnetics 2026 DOI: 10.1109/TMAG.2026.3704393
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• DAIRNet: Degradation-aware All-in-one Image Restoration Network with cross-channel feature interaction
  Journal of Visual Communication and Image Representation 2026 DOI: 10.1016/j.jvcir.2025.104659
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• Image denoising using simulated bifurcation based Ising machine
  Physica Scripta 2025 DOI: 10.1088/1402-4896/addb13
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• SFCola-Net: Spatial-Frequency Collaborative Attention Network for Image Restoration
  2025 International Joint Conference on Neural Networks (IJCNN) 2025 DOI: 10.1109/ijcnn64981.2025.11228769
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• FCTFANet: A Fused CNN-Transformer Feature Aggregator Network for Image Restoration
  2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2025 DOI: 10.1109/cvprw67362.2025.00092
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• Energy-efficient DSHE-MRAM-based in-memory computing for image segmentation
  APL Electronic Devices 2025 DOI: 10.1063/5.0271458
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• Approximation-Aware Training for Efficient Neural Network Inference on MRAM Based CiM Architecture
  IEEE Open Journal of Nanotechnology 2025 DOI: 10.1109/OJNANO.2024.3524265
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• Multitask Learning for Estimation of Magnetic Parameters Using Pattern Recognition
  IEEE Open Journal of Nanotechnology 2024 DOI: 10.1109/OJNANO.2024.3494836
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• Machine Learning-Based Prediction of Antiferromagnetic Skyrmion Formation
  IEEE Transactions on Electron Devices 2024 DOI: 10.1109/TED.2024.3369579
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