Author

P. Kanwal

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Open access Sep 2026

Trained Still Wins: Narrowing the Gap to Zero-Shot Video Anomaly Detection

A simplified future-frame-prediction network is trained on the normal-only training split of UCSD Ped1, UCSD Ped2, and CUHK Avenue, reaching a mean AUC of 0.848, and a prompt-sensitivity analysis shows how much of the training-free result depends on prompt wording, cases where a more sophisticated method did not beat a...

P. Kanwal, Shylaja S. S., Prasad B. Honnavalli · Electronics · 0 citations

Review Open access 2026

Exploring the Implementation and Outcomes of Green House Resource Management: A Case Study of an Oil and Gas Firm in Northeast India

This study examines the implementation of Green Human Resource Management (GHRM) practices in a multinational oil and gas company in Northeast India. The purpose is to identify the environmental, managerial, and behavioural factors influencing the adoption of GHRM within the oil and gas industry, which is characterised...

Nandan Dhara, Akashdeep Joshi, A. Khatun et al. · International Research Journ... · 0 citations