3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2020★ 3 cited
Dynamic Plane Convolutional Occupancy Networks
Stefan Lionar, Daniil Emtsev, Dusan Svilarkovic +1
Learning-based 3D reconstruction using implicit neural representations has shown promising progress not only at the object level but also in more complicated scenes. In this paper,…
cs.LG2019
Barcodes as Summary of Loss Function Topology
Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan +2
We propose to study neural networks' loss surfaces by methods of topological data analysis. We suggest to apply barcodes of Morse complexes to explore topology of loss surfaces. An…