Vincent Le Guen

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 14

Top Topics

Brightness Constancy

Image Decomposition

Scanning Electron Microscope

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Vincent Le Guen, Nicolas Thome
Deep Time Series Forecasting With Shape and Temporal Criteria. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Vincent Le Guen, Clément Rambour, Nicolas Thome
Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction. ECCV (21) (2022)
Vincent Le Guen, Clément Rambour, Nicolas Thome
Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction. CoRR (2022)
Vincent Le Guen
Deep learning for spatio-temporal forecasting - application to solar energy. CoRR (2022)
Yuan Yin, Vincent Le Guen, Jérémie Donà, Emmanuel de Bézenac, Ibrahim Ayed, Nicolas Thome, Patrick Gallinari
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting. ICLR (2021)
Vincent Le Guen, Nicolas Thome
Deep Time Series Forecasting with Shape and Temporal Criteria. CoRR (2021)
Vincent Le Guen, Yuan Yin, Jérémie Donà, Ibrahim Ayed, Emmanuel de Bézenac, Nicolas Thome, Patrick Gallinari
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting. CoRR (2020)
Vincent Le Guen, Nicolas Thome
A Deep Physical Model for Solar Irradiance Forecasting with Fisheye Images. CVPR Workshops (2020)
Vincent Le Guen, Nicolas Thome
Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity. CoRR (2020)
Vincent Le Guen, Nicolas Thome
Probabilistic Time Series Forecasting with Shape and Temporal Diversity. NeurIPS (2020)
Vincent Le Guen, Nicolas Thome
Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction. CVPR (2020)
Vincent Le Guen, Nicolas Thome
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction. CoRR (2020)
Vincent Le Guen, Nicolas Thome
Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models. CoRR (2019)
Vincent Le Guen, Nicolas Thome
Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models. NeurIPS (2019)
Vincent Le Guen
Cartoon + Texture Image Decomposition by the TV-L1 Model. Image Process. Line 4 (2014)
Vincent Le Guen, Nicolas Paul
A Scanning Electron Microscope image segmentation method for steam generator fouling rate estimation. ICIP (2014)