"pid control" Papers

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PID-controlled Langevin Dynamics for Faster Sampling on Generative Models

Hongyi Chen, Jianhai Shu, Jingtao Ding et al.

NeurIPS 2025posterarXiv:2511.12603

PIDformer: Transformer Meets Control Theory

Tam Nguyen, Cesar Uribe, Tan Nguyen et al.

ICML 2024poster