54 citations · 88 across the 11 of their papers we have counts for
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cs.CV2020
Overcomplete Deep Subspace Clustering Networks
Jeya Maria Jose Valanarasu, Vishal M. Patel
Deep Subspace Clustering Networks (DSC) provide an efficient solution to the problem of unsupervised subspace clustering by using an undercomplete deep auto-encoder with a fully-co…
eess.IV2020★ 15 cited
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
Jeya Maria Jose, Vishwanath Sindagi, Ilker Hacihaliloglu +1
Due to its excellent performance, U-Net is the most widely used backbone architecture for biomedical image segmentation in the recent years. However, in our studies, we observe tha…