283 citations · 545 across the 21 of their papers we have counts for
4 papers · 1 filter
A Compact and Semantic Latent Space for Disentangled and Controllable Image Editing
Gwilherm Lesné, Yann Gousseau, Saïd Ladjal +1
Recent advances in the field of generative models and in particular generative adversarial networks (GANs) have lead to substantial progress for controlled image editing, especiall…
Infusion: internal diffusion for inpainting of dynamic textures and complex motion
Nicolas Cherel, Andrés Almansa, Yann Gousseau +1
Video inpainting is the task of filling a region in a video in a visually convincing manner. It is very challenging due to the high dimensionality of the data and the temporal cons…
A statistically constrained internal method for single image super-resolution
Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
Deep learning based methods for single-image super-resolution (SR) have drawn a lot of attention lately. In particular, various papers have shown that the learning stage can be per…
A geometrically aware auto-encoder for multi-texture synthesis
Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
We propose an auto-encoder architecture for multi-texture synthesis. The approach relies on both a compact encoder accounting for second order neural statistics and a generator inc…