Search Results for author: Stepan Konev

Found 4 papers, 2 papers with code

Kraken: enabling joint trajectory prediction by utilizing Mode Transformer and Greedy Mode Processing

no code implementations8 Dec 2023 Daniil S. Antonenko, Stepan Konev, Yuriy Biktairov, Boris Yangel

The most prominent motion prediction approaches are based on modeling the distribution of possible future trajectories of each actor in autonomous system's vicinity.

motion prediction Trajectory Prediction

MPA: MultiPath++ Based Architecture for Motion Prediction

3 code implementations20 Jun 2022 Stepan Konev

Autonomous driving technology is developing rapidly and nowadays first autonomous rides are being provided in city areas.

Autonomous Driving motion prediction

MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving

3 code implementations5 Jun 2022 Stepan Konev, Kirill Brodt, Artsiom Sanakoyeu

To plan a safe and efficient route, an autonomous vehicle should anticipate future motions of other agents around it.

Autonomous Driving motion prediction

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