ENTITY
Ildus Sadrtdinov
Ildus Sadrtdinov
PulseAugur coverage of Ildus Sadrtdinov — every cluster mentioning Ildus Sadrtdinov across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New thermodynamic framework models neural network training like ideal gas behavior
Researchers have developed a thermodynamic framework to analyze the training dynamics of scale-invariant neural networks trained with stochastic gradient descent (SGD). This framework draws parallels between training hy…
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Diffusion models struggle with discrete data; new methods improve quality
Researchers have identified a key issue with Gaussian diffusion models when applied to discrete data, specifically noting that the DDPM solver struggles with sampling intervals that lead to multimodal distributions. Thi…