Vincent LE GUEN
5 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
CVPR (1)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
unsupervised learning
(1)
video prediction
(1)
feature disentanglement
(1)
time series
(1)
time series forecasting
(1)
non-stationary time series
(1)
determinantal point process
(1)
recurrent neural network
(1)
deep neural network
(1)
partial differential equation
(1)
loss function
(1)
latent space
(1)
probabilistic forecasting
(1)
data assimilation
(1)
physical dynamics
(1)
temporal diversity
(1)
temporal change detection
(1)
shape diversity
(1)
shape distortion
(1)
Papers
Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction
ECCV 2022
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting
ICLR 2021
Probabilistic Time Series Forecasting with Shape and Temporal Diversity
NIPS 2020
Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction
CVPR 2020
Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models
NIPS 2019