Author name: Noor Islam S. Mohammad, Md Muntaqim Meherab

DSER: Spectral Epipolar Representation for Efficient Light Field Depth Estimation

Noor Islam S. Mohammad, Md Muntaqim Meherab / April 8, 2026

arXiv:2508.08900v4 Announce Type: replace
Abstract: Dense light field depth estimation remains challenging due to sparse angular sampling, occlusion boundaries, textureless regions, and the cost of exhaustive multi-view matching. We propose \emph{Deep…

cs.AI, cs.LG

Reveal-to-Revise: Explainable Bias-Aware Generative Modeling with Multimodal Attention

Noor Islam S. Mohammad, Md Muntaqim Meherab / April 8, 2026

arXiv:2510.12957v3 Announce Type: replace-cross
Abstract: We present an explainable, bias-aware generative framework that unifies cross-modal attention fusion, Grad-CAM++ attribution, and a Reveal-to-Revise feedback loop within a single training parad…