generative modeling

Evaluating Synthetic Data — The Million Dollar Query

synthetic data generation, we typically create a model for our real (or ‘observed’) data, after which use this model to generate synthetic data. This observed data is often compiled from real world experiences,...

From Physics to Probability: Hamiltonian Mechanics for Generative Modeling and MCMC

mechanics is a technique to describe how physical systems, like planets or pendulums, move over time, specializing in energy somewhat than simply forces. By reframing complex dynamics through energy lenses, this Nineteenth-century physics...

Computer vision system marries image recognition and generation

Computers possess two remarkable capabilities with respect to pictures: They will each...

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