2 papers
cs.CV2023
FullFormer: Generating Shapes Inside Shapes
Tejaswini Medi, Jawad Tayyub, Muhammad Sarmad +2
Implicit generative models have been widely employed to model 3D data and have recently proven to be successful in encoding and generating high-quality 3D shapes. This work builds…
cs.CV2022
Explaining Deep Neural Networks for Point Clouds using Gradient-based Visualisations
Jawad Tayyub, Muhammad Sarmad, Nicolas Schönborn
Explaining decisions made by deep neural networks is a rapidly advancing research topic. In recent years, several approaches have attempted to provide visual explanations of decisi…