2025 "stochastic processes" Papers

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Conference

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Paper Type

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Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees

Yuchen Liang, Yingbin Liang, Lifeng LAI et al.

NeurIPS 2025posterarXiv:2509.16756
1
citations

Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization

Hao Zheng, Jingjun Yi, Qi Bi et al.

NeurIPS 2025poster

LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models

Qianyue Hao, Yiwen Song, Qingmin Liao et al.

NeurIPS 2025spotlightarXiv:2505.15293
3
citations

Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes

Georg Manten, Cecilia Casolo, Emilio Ferrucci et al.

ICLR 2025posterarXiv:2402.18477
15
citations