3 papers
cs.CV2022
Self-improving Multiplane-to-layer Images for Novel View Synthesis
Pavel Solovev, Taras Khakhulin, Denis Korzhenkov
We present a new method for lightweight novel-view synthesis that generalizes to an arbitrary forward-facing scene. Recent approaches are computationally expensive, require per-sce…
cs.CV2019
Recognition of Russian traffic signs in winter conditions. Solutions of the "Ice Vision" competition winners
Artem L. Pavlov, Azat Davletshin, Alexey Kharlamov +8
With the advancements of various autonomous car projects aiming to achieve SAE Level 5, real-time detection of traffic signs in real-life scenarios has become a highly relevant pro…
cs.LG2018
Learning State Representations in Complex Systems with Multimodal Data
Pavel Solovev, Vladimir Aliev, Pavel Ostyakov +7
Representation learning becomes especially important for complex systems with multimodal data sources such as cameras or sensors. Recent advances in reinforcement learning and opti…