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Author

Dipanwita Thakur

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Aug 2026

An Adaptive TimeGAN-Augmented Attention for Multi-IMU Human Activity Recognition.

Human Activity Recognition (HAR) with wear able multi-Inertial Measurement Unit (IMU) systems is challenged by limited labeled data, sensor instability, and real-time constraints. This paper proposes an adaptive TimeGAN-augmented fully convolutional framework for robust and efficient multi-IMU HAR. TimeGAN is used to g...

Wen Qi, Shan Ma, Qi-Meng Li et al. · 0 citations
#generative ai Review Open access Sep 2026

A Comprehensive Systematic Meta-Survey of Energy Theft Detection: From Traditional Methods to Generative AI

This paper aims to analyze the landscape of energy theft detection by providing a systematic analysis of the state-of-the-art manuscripts in the form of a tertiary study in accordance with the PRISMA methodology guidelines.

Diego Labate, Dipanwita Thakur, Antonella Guzzo et al. · 0 citations
Open access Aug 2026

EA-AQF: energy aware adaptive quantization and freezing in federated learning

Energy-Aware Adaptive Quantization and Freezing (EA-AQF), a unified framework that co-optimizes communication and computation, is presented, a unified framework that co-optimizes communication and computation and maintains robust convergence in highly heterogeneous tasks.

Farwa Ikram, Sadi Alawadi, Dipanwita Thakur et al. · 0 citations

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