Search Results for author: Andres Romero

Found 6 papers, 2 papers with code

RePaint: Inpainting using Denoising Diffusion Probabilistic Models

3 code implementations CVPR 2022 Andreas Lugmayr, Martin Danelljan, Andres Romero, Fisher Yu, Radu Timofte, Luc van Gool

In this work, we propose RePaint: A Denoising Diffusion Probabilistic Model (DDPM) based inpainting approach that is applicable to even extreme masks.

Denoising Image Inpainting

GANmut: Learning Interpretable Conditional Space for Gamut of Emotions

no code implementations CVPR 2021 Stefano d'Apolito, Danda Pani Paudel, Zhiwu Huang, Andres Romero, Luc van Gool

On the other hand, learning from inexpensive and intuitive basic categorical emotion labels leads to limited emotion variability.

Self-Supervised Shadow Removal

no code implementations22 Oct 2020 Florin-Alexandru Vasluianu, Andres Romero, Luc van Gool, Radu Timofte

Shadow removal is an important computer vision task aiming at the detection and successful removal of the shadow produced by an occluded light source and a photo-realistic restoration of the image contents.

Image Shadow Removal Self-Supervised Learning +1

Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning

no code implementations14 Apr 2020 Kangning Liu, Shuhang Gu, Andres Romero, Radu Timofte

Existing unsupervised video-to-video translation methods fail to produce translated videos which are frame-wise realistic, semantic information preserving and video-level consistent.

Self-Supervised Learning Translation

Multi-View Dynamic Facial Action Unit Detection

1 code implementation25 Apr 2017 Andres Romero, Juan Leon, Pablo Arbelaez

We then move to the novel setup of the FERA 2017 Challenge, in which we propose a multi-view extension of our approach that operates by first predicting the viewpoint from which the video was taken, and then evaluating an ensemble of action unit detectors that were trained for that specific viewpoint.

Action Unit Detection Facial Action Unit Detection

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