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Picture for Mihir Sahasrabudhe

Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention


Jul 16, 2020
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou

* 10 pages. Code available online at https://github.com/msahasrabudhe/miccai2020_self_sup_nuclei_seg 

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Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion


Apr 26, 2019
Mihir Sahasrabudhe, Zhixin Shu, Edward Bartrum, Riza Alp Guler, Dimitris Samaras, Iasonas Kokkinos

* 19 pages; 12 figures; code will be released; Project page: https://msahasrabudhe.github.io/projects/lae/ 

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Linear and Deformable Image Registration with 3D Convolutional Neural Networks


Sep 13, 2018
Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula Mougiakakou, Nikos Paragios


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Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance


Jun 18, 2018
Zhixin Shu, Mihir Sahasrabudhe, Alp Guler, Dimitris Samaras, Nikos Paragios, Iasonas Kokkinos

* 17 pages including references, plus 12 pages appendix. Video available at : https://youtu.be/Oi7pyxKkF1g Code will be made available soon 

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