Search Results for author: Daniil Emtsev

Found 3 papers, 1 papers with code

Dynamic Plane Convolutional Occupancy Networks

1 code implementation11 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.

3D Reconstruction Surface Reconstruction

Barcodes as summary of objective function's topology

no code implementations29 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.

Barcodes as summary of objective functions' topology

no code implementations25 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.

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