Search Results for author: Mark J. Coates

Found 2 papers, 2 papers with code

Motion Inbetweening via Deep $Δ$-Interpolator

1 code implementation18 Jan 2022 Boris N. Oreshkin, Antonios Valkanas, Félix G. Harvey, Louis-Simon Ménard, Florent Bocquelet, Mark J. Coates

We show that the task of synthesizing human motion conditioned on a set of key frames can be solved more accurately and effectively if a deep learning based interpolator operates in the delta mode using the spherical linear interpolator as a baseline.

Motion Synthesis

FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting

1 code implementation30 Jul 2020 Boris N. Oreshkin, Arezou Amini, Lucy Coyle, Mark J. Coates

Forecasting of multivariate time-series is an important problem that has applications in traffic management, cellular network configuration, and quantitative finance.

Management Time Series +1

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