Search Results for author: Taras Khakhulin

Found 7 papers, 3 papers with code

Stereo Magnification with Multi-Layer Images

1 code implementation13 Jan 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.

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

Graph Convolutional Policy for Solving Tree Decomposition via Reinforcement Learning Heuristics

no code implementations18 Oct 2019 Taras Khakhulin, Roman Schutski, Ivan Oseledets

We show that the agent builton GCN and trained on a single graph using an Actor-Critic method can efficiently generalize to real-world TD problem instances.

reinforcement-learning

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