2 papers
cs.LG2021
Perceptual Gradient Networks
Dmitry Nikulin, Roman Suvorov, Aleksei Ivakhnenko +1
Many applications of deep learning for image generation use perceptual losses for either training or fine-tuning of the generator networks. The use of perceptual loss however incur…
cs.LG2019
Free-Lunch Saliency via Attention in Atari Agents
Dmitry Nikulin, Anastasia Ianina, Vladimir Aliev +1
We propose a new approach to visualize saliency maps for deep neural network models and apply it to deep reinforcement learning agents trained on Atari environments. Our method add…