10 citations · 12 across the 5 of their papers we have counts for
6 papers
AudioSlots: A slot-centric generative model for audio separation
Pradyumna Reddy, Scott Wisdom, Klaus Greff +2
In a range of recent works, object-centric architectures have been shown to be suitable for unsupervised scene decomposition in the vision domain. Inspired by these methods we pres…
Search for Concepts: Discovering Visual Concepts Using Direct Optimization
Pradyumna Reddy, Paul Guerrero, Niloy J. Mitra
Finding an unsupervised decomposition of an image into individual objects is a key step to leverage compositionality and to perform symbolic reasoning. Traditionally, this problem…
A Multi-Implicit Neural Representation for Fonts
Pradyumna Reddy, Zhifei Zhang, Matthew Fisher +3
Fonts are ubiquitous across documents and come in a variety of styles. They are either represented in a native vector format or rasterized to produce fixed resolution images. In th…
Im2Vec: Synthesizing Vector Graphics without Vector Supervision
Pradyumna Reddy, Michael Gharbi, Michal Lukac +1
Vector graphics are widely used to represent fonts, logos, digital artworks, and graphic designs. But, while a vast body of work has focused on generative algorithms for raster ima…
Discovering Pattern Structure Using Differentiable Compositing
Pradyumna Reddy, Paul Guerrero, Matt Fisher +2
Patterns, which are collections of elements arranged in regular or near-regular arrangements, are an important graphic art form and widely used due to their elegant simplicity and…
SeeThrough: Finding Chairs in Heavily Occluded Indoor Scene Images
Moos Hueting, Pradyumna Reddy, Vladimir Kim +3
Discovering 3D arrangements of objects from single indoor images is important given its many applications including interior design, content creation, etc. Although heavily researc…