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researcher

Xiaoyi Pan

1 paper hereh-index 00 citations2 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • Xiaoyi Pan — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
diffusion models 1existence field 1generative modeling 1spatial point processes 1variable cardinality 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Existence-Field Diffusion Model for Spatial Point Processes with Variable Cardinality

Xiaoyin Pan, Christian R. Shelton, Rakshith Mahishi +1

The paper introduces the existence-field diffusion model, which uses an existence variable for each potential point to jointly model spatial locations and the number of points in s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.