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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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0111 · Apr 202119922001200920172026
1 result for “StyleSpace”
Explaining in Style: Training a GAN to explain a classifier in StyleSpacecs.CV

StylEx trains a GAN to explain classifier decisions in StyleSpace.

problem Creating meaningful image-specific explanations for classifier decisions.
method Training a StyleGAN to learn a classifier-specific StyleSpace, incorporating the classifier model.
result StylEx finds attributes that align with semantic ones and generates human-interpretable explanations.
GANStyleGANStyleSpaceExplainable AIImage Classification
2021-04-27abs ↗pdf ↗