Search Results for author:
Found 5 papers, 3 papers with code
High-Resolution Detection of Earth Structural Heterogeneities from Seismic Amplitudes using Convolutional Neural Networks with Attention layers
Earth structural heterogeneities have a remarkable role in the petroleum economy for both exploration and production projects.
Neural Implicit Morphing of Face Images
This task consists of a warping for feature alignment and a blending for a seamless transition between the warped images.
Multiresolution Neural Networks for Imaging
We present MR-Net, a general architecture for multiresolution neural networks, and a framework for imaging applications based on this architecture.
Neural Implicit Surface Evolution
For this, it extends the representation of neural implicit surfaces to the space-time $\mathbb{R}^3\times \mathbb{R}$, which opens up mechanisms for continuous geometric transformations.
Exploring Differential Geometry in Neural Implicits
We introduce a neural implicit framework that exploits the differentiable properties of neural networks and the discrete geometry of point-sampled surfaces to approximate them as the level sets of neural implicit functions.
