twak.org

the site is under active construction! – tom 3/24 xx

Tom is a research scientist and software engineer in machine learning, graphics, and urban modeling. I do things like generative AI, procedural modeling, software engineering, and creating synthetic data; as well as publishing at top-level venues (NeurIPS, CVPR, Siggraph, Eurographics). Get in touch.

publications

2024

WinSyn: A High Resolution Testbed for Synthetic Data

WinSyn: A High Resolution Testbed for Synthetic Data

Tom Kelly; John Femiani; Peter Wonka

in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.

Abstract | BibTeX

FacadeNet: Conditional Facade Synthesis via Selective Editing

FacadeNet: Conditional Facade Synthesis via Selective Editing

Yiangos Georgiou; Marios Loizou; Tom Kelly; Melinos Averkiou

in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 5384–5393, 2024.

Abstract | Links | BibTeX

2022

Large-Scale Auto-Regressive Modeling Of Street Networks

Large-Scale Auto-Regressive Modeling Of Street Networks

Michael Birsak; Tom Kelly; Wamiq Para; Peter Wonka

in: arXiv preprint, 2022.

Abstract | Links | BibTeX

2021

Generative Layout Modeling using Constraint Graphs

Wamiq Para; Paul Guerrero; Tom Kelly; Leonidas Guibas; Peter Wonka

in: Proceedings of the IEEE/CVF international conference on computer vision, pp. 6690–6700, 2021.

Abstract | BibTeX

Seamless Satellite-image Synthesis

Jialin Zhu; Tom Kelly

in: Computer Graphics Forum, pp. 193–204, 2021.

BibTeX

CityEngine: An Introduction to Rule-Based Modeling

in: Urban Informatics, pp. 637–662, Springer, 2021.

BibTeX

SketchGen: Generating Constrained CAD Sketches

Wamiq Reyaz Para; Shariq Farooq Bhat; Paul Guerrero; Tom Kelly; Niloy Mitra; Leonidas Guibas; Peter Wonka

in: Advances in Neural Information Processing Systems, vol. 34, pp. 5077–5088, 2021.

Links | BibTeX

Projective Urban Texturing

Yiangos Georgiou; Melinos Averkiou; Tom Kelly; Evangelos Kalogerakis

in: 2021 International Conference on 3D Vision (3DV), pp. 1034–1043, IEEE 2021.

BibTeX

2019

A Differentiable CGA Shape Procedural System

A Differentiable CGA Shape Procedural System

T Kelly; V Ceballos Inza; Y Yang

in: Proceedings of the 16th ACM SIGGRAPH European Conference on Visual Media Production, CVMP 2019.

Links | BibTeX

2018

Simplifying Urban Data Fusion with BigSUR

Simplifying Urban Data Fusion with BigSUR

Tom Kelly; Niloy Mitra

Architecture Media Politics Society, 2018.

Abstract | BibTeX

FrankenGAN: guided detail synthesis for building mass-models using style-synchonized GANs

FrankenGAN: guided detail synthesis for building mass-models using style-synchonized GANs

Tom Kelly; Paul Guerrero; Anthony Steed; Peter Wonka; Niloy J Mitra

in: ACM Transactions on Graphics, vol. 37, iss. 6, 2018.

Abstract | Links | BibTeX

2017

On Realism of Architectural Procedural Models

On Realism of Architectural Procedural Models

Jan Beneš; Tom Kelly; Filip Děchtěrenko; Jaroslav Křivánek; Pascal Müller

in: Computer Graphics Forum, pp. 225–234, 2017.

Abstract | BibTeX

BigSUR: Large-scale structured urban reconstruction

BigSUR: Large-scale structured urban reconstruction

Tom Kelly; John Femiani; Peter Wonka; Niloy J Mitra

in: ACM Transactions on Graphics, vol. 36, no. 6, 2017.

Abstract | Links | BibTeX

2015

Interactive Dimensioning of Parametric Models

Interactive Dimensioning of Parametric Models

Tom Kelly; Peter Wonka; Pascal Müller

in: Computer Graphics Forum, 2015.

Links | BibTeX

2014

Unwritten Procedural Modeling with the Straight Skeleton

Unwritten Procedural Modeling with the Straight Skeleton

Tom Kelly

University of Glasgow, 2014, (PhD thesis).

Abstract | Links | BibTeX

2012

Procedural Generation of Parcels in Urban Modeling

Procedural Generation of Parcels in Urban Modeling

Carlos A Vanegas; Tom Kelly; Basil Weber; Jan Halatsch; Daniel G Aliaga; Pascal Müller

in: Eurographics, 2012.

Abstract | Links | BibTeX

2011

Interactive Architectural Modeling with Procedural Extrusions

Interactive Architectural Modeling with Procedural Extrusions

Tom Kelly; Peter Wonka

in: ACM Transactions on Graphics (TOG), vol. 30, no. 2, pp. 1–15, 2011.

Abstract | Links | BibTeX