![]() We derive these three classes of generative models through differentĬhoices of particle dynamics and cost functions. ![]() MFGs and major classes of flow and diffusion-based generative models includingĬontinuous-time normalizing flows, score-based models, and Wasserstein gradientįlows. The various flow and diffusion-based generative models have some commonįoundational structure and interrelationships. There is a pervasive sense in the generative modeling community that Mathematical framework for explaining, enhancing, and designing generative Katsoulakis Download PDF Abstract: In this paper, we demonstrate the versatility of mean-field games (MFGs) as a When the ship sails to the high seas, it quickly turns out that strange things are happening on board, and unexplained phenomena begin to threaten the life and health of the crew and passengers.Download a PDF of the paper titled A mean-field games laboratory for generative modeling, by Benjamin J. Together with a group of passengers, she embarks on her maiden voyage on the "Mary Celeste II". Players take on the role of Mary Morehouse, heiress of the founder of the original "Mary Celeste". "The Mystery of the Mary Celeste" is an adventure game that uses the fate of the title ship as a background story. ![]() The unexplained case gained great publicity in the press at that time, and many crazy conspiracy theories arose around the ship to explain the mysterious circumstances surrounding the sudden disappearance of the crew. Seemingly everything was intact, but it soon turned out that the nine whiskey barrels being transported were empty. In 1872 the British ship "Mary Celeste" was found drifting unmanned in the middle of the Atlantic Ocean.
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