Philip-William Grassal
YOU?
Author Swipe
View article: HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs
HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs Open
Current advances in human head modeling allow the generation of plausible-looking 3D head models via neural representations, such as NeRFs and SDFs. Nevertheless, constructing complete high-fidelity head models with explicitly controlled a…
View article: Neural Head Avatars from Monocular RGB Videos
Neural Head Avatars from Monocular RGB Videos Open
We present Neural Head Avatars, a novel neural representation that explicitly models the surface geometry and appearance of an animatable human avatar that can be used for teleconferencing in AR/VR or other applications in the movie or gam…
View article: Assessing differentially private deep learning with Membership Inference
Assessing differentially private deep learning with Membership Inference Open
Attacks that aim to identify the training data of public neural networks represent a severe threat to the privacy of individuals participating in the training data set. A possible protection is offered by anonymization of the training data…
View article: The Influence of Differential Privacy on Short Term Electric Load Forecasting
The Influence of Differential Privacy on Short Term Electric Load Forecasting Open
There has been a large number of contributions on privacy-preserving smart metering with Differential Privacy, addressing questions from actual enforcement at the smart meter to billing at the energy provider. However, exploitation is most…
View article: The Influence of Differential Privacy on Short Term Electric Load\n Forecasting
The Influence of Differential Privacy on Short Term Electric Load\n Forecasting Open
There has been a large number of contributions on privacy-preserving smart\nmetering with Differential Privacy, addressing questions from actual\nenforcement at the smart meter to billing at the energy provider. However,\nexploitation is m…