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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: Mr Sebastian Berns

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Berns S, Volz V, Tokarchuk L, Snodgrass S, Guckelsberger C ( 2024 ) . Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games . 1 - 23 .
Berns S, Colton S, Guckelsberger C ( 2023 ) . Towards Mode Balancing of Generative Models via Diversity Weights . Conference: 14th International Conference on Computational Creativity
Berns S ( 2022 ) . Increasing the Diversity of Deep Generative Models . Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022 . Conference: AAAI Conference on Artificial Intelligence vol. 36 , 12870 - 12871 .
Hagg A, Berns S, Asteroth A, Colton S, Bäck T ( 2021 ) . Expressivity of parameterized and data-driven representations in quality diversity search . Conference: Proceedings of the Genetic and Evolutionary Computation Conference678 - 686 .
Broad T, Berns S, Colton S, Grierson M ( 2021 ) . Active Divergence with Generative Deep Learning - A Survey and Taxonomy . Proceedings of the 12th International Conference on Computational Creativity, ICCC 2021 . 227 - 236 .
Berns S, Broad T, Guckelsberger C, Colton S ( 2021 ) . Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities . Proceedings of the 12th International Conference on Computational Creativity, ICCC 2021 . 357 - 366 .
Colton S, Berns S, Ferrer BP ( 2021 ) . First experiments in the automatic generation of pseudo-profound pseudo-bullshit image titles . AISB Convention 2021: Communication and Conversations .
Colton S, Smith A, Berns S, Murdock R, Cook M ( 2021 ) . Generative Search Engines: Initial Experiments . Proceedings of the 12th International Conference on Computational Creativity, ICCC 2021 . 237 - 247 .
Berns S, Colton S ( 2020 ) . Bridging Generative Deep Learning and Computational Creativity . Proceedings of the 11th International Conference on Computational Creativity . Conference: International Conference on Computational Creativity from: 11/09/2020 to: 07/09/2020 ,
Colton S, McCormack J, Berns S, Petrovskaya E, Cook M ( 2020 ) . Adapting and Enhancing Evolutionary Art for Casual Creation . Lecture Notes in Computer Science . vol. 12103 , 17 - 34 .
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