Search Results for author: Denis Korzhenkov

Found 5 papers, 4 papers with code

Self-improving Multiplane-to-layer Images for Novel View Synthesis

1 code implementation4 Oct 2022 Pavel Solovev, Taras Khakhulin, Denis Korzhenkov

We present a new method for lightweight novel-view synthesis that generalizes to an arbitrary forward-facing scene.

Generalizable Novel View Synthesis Novel View Synthesis

Image Generators with Conditionally-Independent Pixel Synthesis

2 code implementations CVPR 2021 Ivan Anokhin, Kirill Demochkin, Taras Khakhulin, Gleb Sterkin, Victor Lempitsky, Denis Korzhenkov

Existing image generator networks rely heavily on spatial convolutions and, optionally, self-attention blocks in order to gradually synthesize images in a coarse-to-fine manner.

Image Generation

YASENN: Explaining Neural Networks via Partitioning Activation Sequences

no code implementations7 Nov 2018 Yaroslav Zharov, Denis Korzhenkov, Pavel Shvechikov, Alexander Tuzhilin

We introduce a novel approach to feed-forward neural network interpretation based on partitioning the space of sequences of neuron activations.

Interpretable Machine Learning Network Interpretation

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