1 code implementation • 11 Nov 2020 • Stefan Lionar, Daniil Emtsev, Dusan Svilarkovic, Songyou Peng
To further exploit translational equivariance, convolutional neural networks are applied to process the plane features.
Ranked #4 on 3D Reconstruction on ShapeNet
no code implementations • 29 Nov 2019 • Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan, Daniil Emtsev, Evgeny Burnaev
We apply the canonical forms (barcodes) of gradient Morse complexes to explore topology of loss surfaces.
no code implementations • 25 Sep 2019 • Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan, Daniil Emtsev, Evgeny Burnaev
We apply canonical forms of gradient complexes (barcodes) to explore neural networks loss surfaces.