Sebastian Berns

According to our database, Sebastian Berns authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games.

Sebastian Berns, Vanessa Volz, Laurissa Tokarchuk, Sam Snodgrass, Christian Guckelsberger

CoRR, 2024

2023

Towards Mode Balancing of Generative Models via Diversity Weights.

Sebastian Berns, Simon Colton, Christian Guckelsberger

CoRR, 2023

2022

Increasing the Diversity of Deep Generative Models.

Sebastian Berns

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Generative Search Engines: First Experiments.

Simon Colton, Amy Smith, Sebastian Berns, Ryan Murdock

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

Active Divergence with Generative Deep Learning - A Survey and Taxonomy.

Terence Broad, Sebastian Berns, Simon Colton, Mick Grierson

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities.

Sebastian Berns, Terence Broad, Christian Guckelsberger, Simon Colton

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

Expressivity of parameterized and data-driven representations in quality diversity search.

Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Creativity Theatre for Demonstrable Computational Creativity.

Simon Colton, Jon McCormack, Michael Cook, Sebastian Berns

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Bridging Generative Deep Learning and Computational Creativity.

Sebastian Berns, Simon Colton

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Adapting and Enhancing Evolutionary Art for Casual Creation.

Simon Colton, Jon McCormack, Sebastian Berns, Elena Petrovskaya, Michael Cook

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2020