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03/20/2023
FullFormer: Generating Shapes Inside Shapes
Implicit generative models have been widely employed to model 3D data an...
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07/26/2022
Explaining Deep Neural Networks for Point Clouds using Gradient-based Visualisations
Explaining decisions made by deep neural networks is a rapidly advancing...
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03/26/2021
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation
Recently, several works have addressed modeling of 3D shapes using deep ...
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04/28/2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion
We present RL-GAN-Net, where a reinforcement learning (RL) agent provide...
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10/07/2018