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cs.CV2026
Experimental Comparison of Light-Weight and Deep CNN Models Across Diverse Datasets
Md. Hefzul Hossain Papon, Shadman Rabby
Our results reveal that a well-regularized shallow architecture can serve as a highly competitive baseline across heterogeneous domains - from smart-city surveillance to agricultur…
cs.CV2025
Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model
Nokimul Hasan Arif, Shadman Rabby, Md Hefzul Hossain Papon +1
Visual hallucinations in Large Language Models (LLMs), where the model generates responses that are inconsistent with the visual input, pose a significant challenge to their reliab…