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- W4297799315 abstract "In implicit models, one often interpolates between sampled points in latent space. As we show in this paper, care needs to be taken to match-up the distributional assumptions on code vectors with the geometry of the interpolating paths. Otherwise, typical assumptions about the quality and semantics of in-between points may not be justified. Based on our analysis we propose to modify the prior code distribution to put significantly more probability mass closer to the origin. As a result, linear interpolation paths are not only shortest paths, but they are also guaranteed to pass through high-density regions, irrespective of the dimensionality of the latent space. Experiments on standard benchmark image datasets demonstrate clear visual improvements in the quality of the generated samples and exhibit more meaningful interpolation paths." @default.
- W4297799315 created "2022-10-01" @default.
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- W4297799315 date "2017-10-31" @default.
- W4297799315 modified "2023-09-30" @default.
- W4297799315 title "Semantic Interpolation in Implicit Models" @default.
- W4297799315 doi "https://doi.org/10.48550/arxiv.1710.11381" @default.
- W4297799315 hasPublicationYear "2017" @default.
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