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07/07/2022
Enhancing Fairness of Visual Attribute Predictors
The performance of deep neural networks for image recognition tasks such...
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03/12/2020
Fairness by Learning Orthogonal Disentangled Representations
Learning discriminative powerful representations is a crucial step for m...
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12/10/2019
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments
For many practical problems and applications, it is not feasible to crea...
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04/17/2019
Learning Interpretable Disentangled Representations using Adversarial VAEs
Learning Interpretable representation in medical applications is becomin...
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08/17/2018
Towards Robotic Eye Surgery: Marker-free, Online Hand-eye Calibration using Optical Coherence Tomography Images
Ophthalmic microsurgery is known to be a challenging operation, which re...
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02/18/2018
Fast 5DOF Needle Tracking in iOCT
Purpose. Intraoperative Optical Coherence Tomography (iOCT) is an increa...
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03/30/2017