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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…
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…
Fast 5DOF Needle Tracking in iOCT
Jakob Weiss, Nicola Rieke, Mohammad Ali Nasseri +3
Purpose. Intraoperative Optical Coherence Tomography (iOCT) is an increasingly available imaging technique for ophthalmic microsurgery that provides high-resolution cross-sectional…