Sebastian Berns

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Restricted Boltzmann Machine

Weakly Supervised

Generative Model

Top Venues

Publications

Sebastian Berns, Vanessa Volz, Laurissa Tokarchuk, Sam Snodgrass, Christian Guckelsberger
Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games. CHI (2024)
Sebastian Berns, Vanessa Volz, Laurissa Tokarchuk, Sam Snodgrass, Christian Guckelsberger
Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games. CoRR (2024)
Sebastian Berns, Simon Colton, Christian Guckelsberger
Towards Mode Balancing of Generative Models via Diversity Weights. CoRR (2023)
Sebastian Berns
Increasing the Diversity of Deep Generative Models. AAAI (2022)
Terence Broad, Sebastian Berns, Simon Colton, Mick Grierson
Active Divergence with Generative Deep Learning - A Survey and Taxonomy. CoRR (2021)
Terence Broad, Sebastian Berns, Simon Colton, Mick Grierson
Active Divergence with Generative Deep Learning - A Survey and Taxonomy. ICCC (2021)
Sebastian Berns, Terence Broad, Christian Guckelsberger, Simon Colton
Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities. ICCC (2021)
Simon Colton, Amy Smith, Sebastian Berns, Ryan Murdock
Generative Search Engines: First Experiments. ICCC (2021)
Sebastian Berns, Terence Broad, Christian Guckelsberger, Simon Colton
Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities. CoRR (2021)
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
Expressivity of Parameterized and Data-driven Representations in Quality Diversity Search. CoRR (2021)
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
Expressivity of parameterized and data-driven representations in quality diversity search. GECCO (2021)
Simon Colton, Jon McCormack, Sebastian Berns, Elena Petrovskaya, Michael Cook
Adapting and Enhancing Evolutionary Art for Casual Creation. EvoMUSART (2020)
Simon Colton, Jon McCormack, Michael Cook, Sebastian Berns
Creativity Theatre for Demonstrable Computational Creativity. ICCC (2020)
Sebastian Berns, Simon Colton
Bridging Generative Deep Learning and Computational Creativity. ICCC (2020)