Paul Guerrero

Paul Guerrero

Research Scientist at Adobe Research in London

guerrero@adobe.com, paulaugguerrero@gmail.com

White Collar Factory, 1 Old Street Yard, London, EC1Y8AF, UK

I have recently joined Adobe Research in London, working on the analysis of shapes and irregular structures, such as graphs, meshes, or vector graphics, by combining methods from machine learning, optimization, and computational geometry. Previously, I was a post-doctoral researcher at the Smart Geometry Processing Group, UCL. I completed my PhD at the Insitute for Computer Graphics and Algorithms, Vienna University of Technology, and at the Visual Computing Center in KAUST.
CV, Google Scholar profile

Publications

iMapper

StructureNet: Hierarchical Graph Networks for 3D Shape Generation

Kaichun Mo*, Paul Guerrero*, Li Yi, Hao Su, Peter Wonka, Niloy J. Mitra, Leonidas Guibas, (* joint first authors)

ACM Transactions on Graphics (SIGGRAPH Asia 2019)

[paper] [webpage] [supplementary] [code & data]

iMapper

iMapper: Interaction-guided Scene Mapping from Monocular Videos

Aron Monszpart, Paul Guerrero, Duygu Ceylan, Ersin Yumer, Niloy J. Mitra,

ACM Transactions on Graphics (SIGGRAPH 2019)

[paper] [webpage] [supplementary] [code] [data]

CreativeAI

CreativeAI: Deep Learning for Computer Graphics

Niloy J. Mitra, Iasonas Kokkinos, Paul Guerrero, Vladimir Kim, Nils Thuerey, Leonidas Guibas,

SIGGRAPH 2019 Course

[webpage] [code]

POINTCLEANNET

POINTCLEANNET: Learning to Denoise and Remove Outliers from Dense Point Clouds

Marie-Julie Rakotosaona, Vittorio La Barbera, Paul Guerrero, Niloy J. Mitra, Maks Ovsjanikov,

Computer Graphics Forum 2019

[paper] [webpage] [code] [data]

FrankenGAN

FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs

Tom Kelly*, Paul Guerrero*, Anthony Steed, Peter Wonka, Niloy J. Mitra, (* joint first authors)

ACM Transactions on Graphics (SIGGRAPH Asia 2018)

[paper] [webpage] [system code] [data] [slides]

CreativeAI

CreativeAI: Deep Learning for Graphics

Niloy J. Mitra, Iasonas Kokkinos, Paul Guerrero, Nils Thuerey, Tobias Ritschel,

SIGGRAPH Asia 2018 Course

[webpage] [code]

PCPNet

PCPNet: Learning Local Shape Properties from Raw Point Clouds

Paul Guerrero, Yanir Kleiman, Maks Ovsjanikov, Niloy J. Mitra,

Computer Graphics Forum (Eurographics 2018)

[paper] [webpage] [code] [data] [slides]

Deep Learning for Graphics

Deep Learning for Graphics

Niloy J. Mitra, Tobias Ritschel, Iasonas Kokkinos, Paul Guerrero, Vladimir Kim, Konstantinos Rematas, Ersin Yumer,

Eurographics 2018 Course

[webpage] [code]

How do Users Map Points?

How Do Users Map Points Between Dissimilar Shapes?

Michael Hecher, Paul Guerrero, Peter Wonka, Michael Wimmer,

IEEE TVCG (2018)

[paper]

Relationship Templates

Relationship Templates for Creating Scene Variations

Xi Zhao, Ruizhen Hu, Paul Guerrero, Niloy J. Mitra, Taku Komura,

ACM Transactions on Graphics (SIGGRAPH Asia 2016)

[paper] [webpage] [supplementary]

PATEX

PATEX: Exploring Pattern Variations

Paul Guerrero, Gilbert Bernstein, Wilmot Li, Niloy J. Mitra

ACM Transactions on Graphics (SIGGRAPH 2016)

[paper] [video] [webpage] [supplementary] [slides] [code] [data]

RAID

RAID: A Relation-Augmented Image Descriptor

Paul Guerrero, Niloy J. Mitra, Peter Wonka

ACM Transactions on Graphics (SIGGRAPH 2016)

[paper] [video] [webpage] [supplementary] [slides] [code] [data]

Open3D

Open3D: Crowd-Sourced Distributed Curation of City Models

Zhihan Lu, Paul Guerrero, Niloy J. Mitra, Anthony Steed

ACM Web3D 2016

[paper] [video] [webpage] [slides]

Learning Shape Placements

Learning Shape Placements by Example

Paul Guerrero, Stefan Jeschke, Michael Wimmer, Peter Wonka

ACM Transactions on Graphics (SIGGRAPH 2015)

[paper] [video]

Transformation Parameter Similarity

Partial Shape Matching using Transformation Parameter Similarity

Paul Guerrero, Thomas Auzinger, Michael Wimmer, Stefan Jeschke

Computer Graphics Forum 2015 (presented at Eurographics 2016)

[paper] [supplementary]

Edit Propagation using Geometric Relationship Functions

Edit Propagation using Geometric Relationship Functions

Paul Guerrero, Stefan Jeschke, Michael Wimmer, Peter Wonka

ACM Transactions on Graphics (presented at SIGGRAPH 2014)

[paper] [hotel editing sequence] [park editing sequence]

Spherical Lights

Real-time Indirect Illumination and Soft Shadows in Dynamic Scenes Using Spherical Lights

Paul Guerrero, Stefan Jeschke, Michael Wimmer

Computer Graphics Forum 2008

[paper]