We introduce ShapeCoder, the first system capable of taking a dataset of shapes,
represented with unstructured primitives, and jointly discovering (i) useful abstraction …

Procedural models (ie symbolic programs that output visual data) are a historically‐popular
method for representing graphics content: vegetation, buildings, textures, etc. They offer …

Motion graphics videos are widely used in Web design, digital advertising, animated logos
and film title sequences, to capture a viewer's attention. But editing such video is challenging …

Unsupervised deep hashing has demonstrated significant advancements with the
development of contrastive learning. However, most of previous methods have been …

The goal of this document is to survey existing methods for recovering or extracting CSG
(Constructive Solid Geometry) representations from unstructured data such as 3D point …

Inverse graphics--the task of inverting an image into physical variables that, when rendered,
enable reproduction of the observed scene--is a fundamental challenge in computer vision …

We propose a co-part segmentation method that takes a set of point clouds of the same
category as input where neither a ground truth label nor a prior network is required. With …

We design a system that learns how to edit visual programs. Our edit network consumes a
complete input program and a visual target. From this input, we task our network with …

Current AI systems still fail to match the flexibility, robustness, and generalizability of human
intelligence: how even a young child can manipulate objects to achieve goals of their own …

This paper presents a unified differentiable boolean operator for implicit solid shape
modeling using Constructive Solid Geometry (CSG). Traditional CSG relies on min, max …