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Disentangling Human Error from the Ground Truth in Segmentation of Medical Images

Aug 06, 2020
Le Zhang, Ryutaro Tanno, Mou-Cheng Xu, Chen Jin, Joseph Jacob, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander

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MaskFace: multi-task face and landmark detector

May 19, 2020
Dmitry Yashunin, Tamir Baydasov, Roman Vlasov

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Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair

Feb 28, 2019
Jian-Qing Zheng, Xiao-Yun Zhou, Guang-Zhong Yang

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Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures

May 10, 2020
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara

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Empirical evaluation of full-reference image quality metrics on MDID database

Oct 02, 2019
Domonkos Varga

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Cross-Paced Representation Learning with Partial Curricula for Sketch-based Image Retrieval

Mar 05, 2018
Dan Xu, Xavier Alameda-Pineda, Jingkuan Song, Elisa Ricci, Nicu Sebe

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FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Jan 21, 2020
Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Han Zhang, Colin Raffel

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Review: Noise and artifact reduction for MRI using deep learning

Feb 28, 2020
Daiki Tamada

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Cross-Domain Imitation Learning with a Dual Structure

Jun 04, 2020
Sungho Choi, Seungyul Han, Woojun Kim, Youngchul Sung

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On Conditioning GANs to Hierarchical Ontologies

May 16, 2019
Hamid Eghbal-zadeh, Lukas Fischer, Thomas Hoch

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