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20222026
most citedDreamArtist++: Controllable One-Shot Text-to-Image Generation via Positive-Negative Adapter

5 citations · 8 across the 9 of their papers we have counts for

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cs.CL2026

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space

ZiYi Dong, Yuliang Huang, Weijian Deng +3

This work reformulates language generation as a stochastic optimal control problem, providing a unified theoretical perspective to analyze autoregressive and diffusion models and e…