Author

Konstantin Willeke

Campus-Institut Data Science (CIDAS)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:diffusion model· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1 Organism:non-human primate· 1

Frequent Co-Authors

Andreas Savas ToliasiD· 1 shared Arne NixiD· 1 shared Cate NealleyiD· 1 shared Fabian H. SinziD· 1 shared Gabrielle Rodriguez· 1 shared Katrin FrankeiD· 1 shared Kelli RestivoiD· 1 shared Pavithra ElumalaiiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Andreas Savas ToliasORCID

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1 paper

Recent·Most cited

Energy Guided Diffusion for Generating Neurally Exciting Images

Paweł A. Pierzchlewicz, Konstantin Willeke, Arne Nix, Pavithra Elumalai, Kelli Restivo, Tori Shinn, Cate Nealley, Gabrielle Rodriguez, Saumil Surendra Patel, Katrin Franke, Andreas Savas Tolias, Fabian H. Sinz

This paper introduces Energy Guided Diffusion (EGG) to generate neurally exciting images, outperforming gradient ascent in generalization and efficiency for macaque V4 models.

neural information processing systems · Jan 1, 2023Peer-reviewedNeuroscience