Search Results - "Berns, Sebastian"

The UPC CoA’s first substantive order—central issues clarified, but on a high level by Leistner, Matthias, Berns, Sebastian

“…In its decision, the UPC Court of Appeal confirms the application of key principles of patent claim interpretation for unitary patents. With regard to the…”
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Towards Mode Balancing of Generative Models via Diversity Weights by Berns, Sebastian, Colton, Simon, Guckelsberger, Christian

“…Large data-driven image models are extensively used to support creative and artistic work. Under the currently predominant distribution-fitting paradigm, a…”
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Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games by Berns, Sebastian, Volz, Vanessa, Tokarchuk, Laurissa, Snodgrass, Sam, Guckelsberger, Christian

“…Similarity estimation is essential for many game AI applications, from the procedural generation of distinct assets to automated exploration with game-playing…”
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Active Divergence with Generative Deep Learning -- A Survey and Taxonomy by Broad, Terence, Berns, Sebastian, Colton, Simon, Grierson, Mick

“…Generative deep learning systems offer powerful tools for artefact generation, given their ability to model distributions of data and generate high-fidelity…”
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Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities by Berns, Sebastian, Broad, Terence, Guckelsberger, Christian, Colton, Simon

“…We present a framework for automating generative deep learning with a specific focus on artistic applications. The framework provides opportunities to hand…”
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Expressivity of Parameterized and Data-driven Representations in Quality Diversity Search by Hagg, Alexander, Berns, Sebastian, Asteroth, Alexander, Colton, Simon, Bäck, Thomas

“…We consider multi-solution optimization and generative models for the generation of diverse artifacts and the discovery of novel solutions. In cases where the…”
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