Author

Darakshan Rashid

h-index 1 View on Semantic Scholar

We have 2 of 3 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos

Endo-C6, a compact corruption benchmark of six endoscopy-realistic perturbations evaluated at a fixed high severity, is introduced and RobustEndoCLIP, obtained by few-shot parameter-efficient tuning with VeRA, outperforming existing TVLM baselines are presented.

Darakshan Rashid, Raza Imam, Ufaq Khan et al. · 0 citations

Jul 2026

Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs

MoBE is proposed: a fully optimization-free framework that performs dynamic expert selection and adaptation at test time that combines entropy-guided dynamic routing in MoE settings with expert-wise Bayesian adaptation, enabling experts to update their confidence and adapt online without gradient updates.

Raza Imam, Darakshan Rashid, Yu-Tong Xie et al. · arXiv.org · 1 citation