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20212026
most citedTrajectory Reconstruction through a Gaussian Adaptive Selective Outlier Rejecting Smoother

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eess.IV2026

MDIRNET: Multi-Degradation Image Restoration Network via Deep Unfolding

Talha Nadeem, Arslan Majal, Muhammad Tahir +1

Real images often exhibit unknown and mixed degradations, making restoration substantially more challenging than single-task image restoration because multiple distortion types int…

cs.LG2026

Variational Outlier-Robust Gaussian Process Regression with Generative Modeling

Arslan Majal, Aamir Hussain Chughtai

Outliers can substantially distort Gaussian process regression (GPR) due to its conventional Gaussian observation likelihood, leading to inaccurate model learning and prediction. T…