Christophe Renaud Guided-Generative Network: A new robust deep learning architecture for noise characterization Guided-Generative Network for noise detection in Monte-Carlo rendering Measured and predicted visual fixations in a Monte Carlo rendering noise detection task Firefly removal in Monte Carlo rendering with adaptive Median of meaNs Minimalist And Customisable Optimisation Package Stopping criterion during rendering of Computer-Generated Images based on SVD-Entropy