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Neural Processes
Neural Processes
PulseAugur coverage of Neural Processes — every cluster mentioning Neural Processes across labs, papers, and developer communities, ranked by signal.
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Research paper details three costs of amortizing Gaussian Process inference
A new research paper details three primary costs associated with amortizing Gaussian Process inference using Neural Processes. The study identifies label contamination, an information bottleneck, and amortization error …
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New BSA-TNP model offers scalable, accurate spatiotemporal inference
Researchers have introduced a new neural process model called the Biased Scan Attention Transformer Neural Process (BSA-TNP). This architecture aims to improve scalability and accuracy for modeling complex spatiotempora…