Search Results for author: Dmitry Nikulin

Found 2 papers, 2 papers with code

Perceptual Gradient Networks

1 code implementation5 May 2021 Dmitry Nikulin, Roman Suvorov, Aleksei Ivakhnenko, Victor Lempitsky

The use of perceptual loss however incurs repeated forward-backward passes in a large image classification network as well as a considerable memory overhead required to store the activations of this network.

Image Classification Image Generation

Free-Lunch Saliency via Attention in Atari Agents

1 code implementation7 Aug 2019 Dmitry Nikulin, Anastasia Ianina, Vladimir Aliev, Sergey Nikolenko

We show experimentally that a network with an FLS module exhibits performance similar to the baseline (i. e., it is "free", with no performance cost) and can be used as a drop-in replacement for reinforcement learning agents.

Decision Making reinforcement-learning +1

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