3 papers
cs.AI2026
Moral Sycophancy in Vision Language Models
Shadman Rabby, Md. Hefzul Hossain Papon, Sabbir Ahmed +3
Sycophancy in Vision-Language Models (VLMs) refers to their tendency to align with user opinions, often at the expense of moral or factual accuracy. While prior studies have explor…
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…