“Representation Fréchet Loss for Visual Generation” FID has always been generative modeling's scoreboard, where everyone optimizes toward it indirectly, but almost nobody trains on it directly. However, this paper shows that you actually can. They achieved this by estimating
Representation Fréchet Loss Enables Direct FID Optimization for Visual Generation
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