Simon Colton

About Simon Colton

Simon Colton, With an exceptional h-index of 39 and a recent h-index of 23 (since 2020), a distinguished researcher at Queen Mary University of London, specializes in the field of Computational Creativity, AI, Game Design, Computer Art, Automated Program Synthesis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation

A tool for generating controllable variations of musical themes using variational autoencoders with latent space regularisation

Exploring XAI for the arts: Explaining latent space in generative music

Autoregressive self-evaluation: A case study of music generation using large language models

Towards Mode Balancing of Generative Models via Diversity Weights

Automatically adding to artistic cultures

Extending Generative Neo-Riemannian Theory for Event-Based Soundtrack Production

Trash to Treasure: Using text-to-image models to inform the design of physical artefacts

Simon Colton Information

University

Position

Prof. Computational Creativity at UK & Monash University Australia

Citations(all)

9804

Citations(since 2020)

4518

Cited By

7175

hIndex(all)

39

hIndex(since 2020)

23

i10Index(all)

117

i10Index(since 2020)

63

Email

University Profile Page

Google Scholar

Simon Colton Skills & Research Interests

Computational Creativity

AI

Game Design

Computer Art

Automated Program Synthesis

Top articles of Simon Colton

Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation

2024/3/29

Keshav Bhandari
Keshav Bhandari

H-Index: 0

Simon Colton
Simon Colton

H-Index: 23

A tool for generating controllable variations of musical themes using variational autoencoders with latent space regularisation

Proceedings of the AAAI Conference on Artificial Intelligence

2023/9/6

Simon Colton
Simon Colton

H-Index: 23

Exploring XAI for the arts: Explaining latent space in generative music

2021/12/14

Autoregressive self-evaluation: A case study of music generation using large language models

2023/6/5

Simon Colton
Simon Colton

H-Index: 23

Towards Mode Balancing of Generative Models via Diversity Weights

arXiv preprint arXiv:2304.11961

2023/4/24

Automatically adding to artistic cultures

2023/4/1

Simon Colton
Simon Colton

H-Index: 23

Extending Generative Neo-Riemannian Theory for Event-Based Soundtrack Production

2023/4/1

Simon Colton
Simon Colton

H-Index: 23

Trash to Treasure: Using text-to-image models to inform the design of physical artefacts

arXiv preprint arXiv:2302.00561

2023/2/1

A Tool for Composing Music via Graphic Scores in the style of Gyorgy Ligeti's Artikulation using Self-supervised Representation Learning

2023/1/14

Simon Colton
Simon Colton

H-Index: 23

On the Notion of Creative Personhood

2023

Alison Pease
Alison Pease

H-Index: 16

Simon Colton
Simon Colton

H-Index: 23

Identifying critical decision points in musical compositions using machine learning

2022/9/26

Simon Colton
Simon Colton

H-Index: 23

Connecting Audio and Graphic Score Using Self-supervised Representation Learning-A Case Study with György Ligeti's Artikulation.

2022/6/27

Simon Colton
Simon Colton

H-Index: 23

Explainable computational creativity

arXiv preprint arXiv:2205.05682

2022/5/11

The beyond the fence musical and computer says show documentary

arXiv preprint arXiv:2206.03224

2022/5/11

A quality-diversity-based evaluation strategy for symbolic music generation

2022/4/29

Simon Colton
Simon Colton

H-Index: 23

A systematic evaluation of GPT-2-based music generation

2022/4/15

Simon Colton
Simon Colton

H-Index: 23

AI-Driven Sonification of Automatically Designed Games

2022

Simon Colton
Simon Colton

H-Index: 23

Towards Educating Artificial Neural Systems.

2022

Simon Colton
Simon Colton

H-Index: 23

The@ artbhot Text-To-Image Twitter Bot.

2022

Amy Smith
Amy Smith

H-Index: 2

Simon Colton
Simon Colton

H-Index: 23

Neo-Riemannian Theory for Generative Film and Videogame Music.

2022

Simon Colton
Simon Colton

H-Index: 23

See List of Professors in Simon Colton University(Queen Mary University of London)

Co-Authors

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