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Practitioners frequently aim to infer an unobserved population trajectory using sample snapshots at multiple time points. For instance, in single-cell sequencing, scientists would like to learn how gene expression evolves over time. But sequencing an
Externí odkaz:
http://arxiv.org/abs/2408.06277
Autor:
Berlinghieri, Renato
Oceanographers are interested in predicting ocean currents and identifying divergences in a current vector field based on sparse observations of buoy velocities. Since we expect current velocity to be a continuous but highly non-linear function of sp
Externí odkaz:
https://hdl.handle.net/1721.1/151385
Score-based models generate samples by mapping noise to data (and vice versa) via a high-dimensional diffusion process. We question whether it is necessary to run this entire process at high dimensionality and incur all the inconveniences thereof. In
Externí odkaz:
http://arxiv.org/abs/2205.01490
Akademický článek
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