<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "ProDAS: Probabilistic Dataset of Abstract Shapes"^^ . "We introduce a novel and comprehensive dataset, named ProDAS, which enables the generation of diverse objects with varying shape, size, rotation, and texture/color through a latent factor model. ProDAS offers complete access and control over the data generation process, serving as an ideal environment for investigating disentanglement, causal discovery, out-of-distribution detection, and numerous other research questions. We provide pre-defined functions for the important cases of creating distinct and interconnected distributions, allowing the investigation of distribution shifts and other intriguing applications. The library can be found at https://github.com/XarwinM/ProDAS."^^ . "2023-12-08" . . . . . . . . . . . . . "Jens"^^ . "Müller"^^ . "Jens Müller"^^ . . "Lynton"^^ . "Ardizzone"^^ . "Lynton Ardizzone"^^ . . "Ullrich"^^ . "Köthe"^^ . "Ullrich Köthe"^^ . . . . . . "ProDAS: Probabilistic Dataset of Abstract Shapes (PDF)"^^ . . . "ProDAS.pdf"^^ . . . "ProDAS: Probabilistic Dataset of Abstract Shapes (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "ProDAS: Probabilistic Dataset of Abstract Shapes (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "ProDAS: Probabilistic Dataset of Abstract Shapes (Other)"^^ . . . . . . "preview.jpg"^^ . . . "ProDAS: Probabilistic Dataset of Abstract Shapes (Other)"^^ . . . . . . "medium.jpg"^^ . . . "ProDAS: Probabilistic Dataset of Abstract Shapes (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #34135 \n\nProDAS: Probabilistic Dataset of Abstract Shapes\n\n" . "text/html" . . . "004 Informatik"@de . "004 Data processing Computer science"@en . .