most citedLearning Interpretable Disentangled Representations using Adversarial VAEs

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cs.CV2020

Fairness by Learning Orthogonal Disentangled Representations

Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami +1

Learning discriminative powerful representations is a crucial step for machine learning systems. Introducing invariance against arbitrary nuisance or sensitive attributes while per…

cs.CV2019

Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments

Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan +3

For many practical problems and applications, it is not feasible to create a vast and accurately labeled dataset, which restricts the application of deep learning in many areas. Se…