1 code implementation • 4 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.
2 code implementations • CVPR 2022 • Taras Khakhulin, Denis Korzhenkov, Pavel Solovev, Gleb Sterkin, Timotei Ardelean, Victor Lempitsky
The second stage infers the color and the transparency values for these layers producing the final representation for novel view synthesis.
Ranked #1 on Novel View Synthesis on SWORD
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.
Ranked #1 on Image Generation on Satellite-Landscapes 256 x 256
1 code implementation • CVPR 2020 • Ivan Anokhin, Pavel Solovev, Denis Korzhenkov, Alexey Kharlamov, Taras Khakhulin, Alexey Silvestrov, Sergey Nikolenko, Victor Lempitsky, Gleb Sterkin
We present the high-resolution daytime translation (HiDT) model for this task.
no code implementations • 7 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.