Search Results for author: Guillaume Le Moing

Found 8 papers, 4 papers with code

Dense Optical Tracking: Connecting the Dots

1 code implementation CVPR 2024 Guillaume Le Moing, Jean Ponce, Cordelia Schmid

Code, data, and videos showcasing the capabilities of our approach are available in the project webpage: https://16lemoing. github. io/dot .

Optical Flow Estimation Point Tracking

WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction

1 code implementation ICCV 2023 Guillaume Le Moing, Jean Ponce, Cordelia Schmid

This paper presents WALDO (WArping Layer-Decomposed Objects), a novel approach to the prediction of future video frames from past ones.

SSIM

CCVS: Context-aware Controllable Video Synthesis

1 code implementation NeurIPS 2021 Guillaume Le Moing, Jean Ponce, Cordelia Schmid

The prediction model is doubly autoregressive, in the latent space of an autoencoder for forecasting, and in image space for updating contextual information, which is also used to enforce spatio-temporal consistency through a learnable optical flow module.

Decoder Optical Flow Estimation +3

Semantic Palette: Guiding Scene Generation with Class Proportions

1 code implementation CVPR 2021 Guillaume Le Moing, Tuan-Hung Vu, Himalaya Jain, Patrick Pérez, Matthieu Cord

Despite the recent progress of generative adversarial networks (GANs) at synthesizing photo-realistic images, producing complex urban scenes remains a challenging problem.

Data Augmentation Image Generation +2

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