Le Guen, Vincent

6 publications

ECCV 2022 Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction Vincent Le Guen, Clément Rambour, Nicolas Thome

NeurIPSW 2022 Residual Model-Based Reinforcement Learning for Physical Dynamics Zakariae El Asri, Clément Rambour, Vincent Le Guen, Nicolas Thome

ICLR 2021 Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting Yuan Yin, Vincent Le Guen, Jérémie Dona, Emmanuel de Bezenac, Ibrahim Ayed, Nicolas Thome, Patrick Gallinari

CVPRW 2020 A Deep Physical Model for Solar Irradiance Forecasting with Fisheye Images Vincent Le Guen, Nicolas Thome

NeurIPS 2020 Probabilistic Time Series Forecasting with Shape and Temporal Diversity Vincent Le Guen, Nicolas Thome

NeurIPS 2019 Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models Vincent Le Guen, Nicolas Thome