Author

Krishna Roy

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Preprint Aug 2026

GuidedFlow: An Attention-Guided Framework for Anomaly Detection in Additive Manufacturing

Experimental results demonstrate that GuidedFlow outperforms most of the state-of-the-art models with enhanced detection accuracy and AUROC, and a comparative study conducts a comparative study using the MVTec-AD industrial image anomaly detection dataset.

Sosmita Paul, Krishna Roy · 0 citations

Preprint Aug 2026

Spiking Neural Networks for Continuous Control: Neuromorphic Reinforcement Learning in Conventional Computing

The Spiking Actor Network Soft Actor Critic (SANSAC) is proposed to address the use of RL frameworks in continuous environments, designed as a framework that can be implemented on neuromorphic hardware.

J. Hunter, Md. Maruf Hossain Shuvo, Krishna Roy · 0 citations