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ENTITY Normalizing Flows: An Introduction and Review of Current Methods

Normalizing Flows: An Introduction and Review of Current Methods

PulseAugur coverage of Normalizing Flows: An Introduction and Review of Current Methods — every cluster mentioning Normalizing Flows: An Introduction and Review of Current Methods across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_27717 ·

    New framework learns complex multiscale dynamics using normalizing flows

    Researchers have developed a new data-driven framework to learn effective stochastic dynamics from limited observational data of complex multiscale systems. This approach models coupled stochastic differential equations…

  2. TOOL · CL_22137 ·

    Withdrawn paper proposed virtual targets for missile guidance

    This paper, since withdrawn, proposed a novel method for many-vs-many missile guidance using virtual targets generated by a trajectory predictor. Instead of directly assigning interceptors to physical targets, the appro…

  3. RESEARCH · CL_16190 ·

    Apple advances normalizing flows, researchers explore denoising and state estimation

    Apple Machine Learning Research has introduced iTARFlow, an advancement in Normalizing Flow generative models that maintains a likelihood-based objective and uses an iterative denoising procedure for sampling. This meth…

  4. RESEARCH · CL_17747 ·

    New generative models unify flows and achieve diffusion-level image quality

    Researchers have developed a new generative modeling framework utilizing cumulative flow maps for long-range transport in probability space. This approach aims to connect local updates with finite-time transport, allowi…