idsprites (Infinite dSprites)
Introduced by Dziadzio et al. in Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization
Easily generate simple continual learning benchmarks. Inspired by dSprites.
It allows for procedurally generating a virtually infinite progression of random two-dimensional shapes. [...] we generate each unique shape in every combination of orientation, scale, and position. Most importantly, by providing the ground truth values of individual factors of variation (FoVs)
Papers
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