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Himanshu Gupta

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#reinforcement learning Open access Sep 2026

A multilevel meta-analysis of visual reasoning in multimodal large language models

Multimodal Large Language Models (MLLMs) have become a leading approach to visual reasoning, yet the field still lacks a quantitative synthesis that rigorously identifies the drivers of their performance. In this paper, we evaluate 21 models across 7 standardised benchmarks, yielding 102 model–benchmark observation...

Piyush Sharma, Varsha Sahni, Rijwan Khan et al. · Scientific Reports · 0 citations

Open access Aug 2026

Quantum machine learning-based intrusion detection system for IoT cloud-enabled smart city environments

This study presents a Quantum Machine Learning (QML)-based Intrusion Detection framework that uses Quantum Support Vector Machines (QSVM) to improve detection accuracy, adaptability, and computational efficiency in conceptual IoT Cloud-Enabled Smart City environments.

Sukanya. Pondavakam, S. Singh, Himanshu Gupta · Discover Internet of Things · 0 citations