2025 "stochastic optimal control" Papers

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Conference

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Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with Memoryless Stochastic Optimal Control

Carles Domingo i Enrich, Michal Drozdzal, Brian Karrer et al.

ICLR 2025posterarXiv:2409.08861
116
citations

MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control

Yuchen Zhu, Wei Guo, Jaemoo Choi et al.

NEURIPS 2025posterarXiv:2508.10684
12
citations

Memory-Augmented Potential Field Theory: A Framework for Adaptive Control in Non-Convex Domains

Dongzhe Zheng, Wenjie Mei

NEURIPS 2025posterarXiv:2509.19672

RB-Modulation: Training-Free Stylization using Reference-Based Modulation

Litu Rout, Yujia Chen, Nataniel Ruiz et al.

ICLR 2025poster

Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference

Denis Blessing, Julius Berner, Lorenz Richter et al.

NEURIPS 2025spotlightarXiv:2508.12511
6
citations