Lisa Ainsworth — accepted AI-conference papers

2025

Demeter: A Parametric Model of Crop Plant Morphology from the Real World

Tianhang Cheng, Albert J. Zhai, Evan Z. Chen, Rui Zhou, Yawen Deng, Zitong Li +10

ICCV 2025poster

Learning 3D parametric shape models of objects has gained popularity in vision and graphics and has showed broad utility in 3D reconstruction, generation, understanding, and simulation. While powerful models exist for humans and animals, equally expressive approaches for modeling plants are lacking.…

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2023

Graph-Structured Gaussian Processes for Transferable Graph Learning

Jun Wu, Lisa Ainsworth, Andrew Leakey, Haixun Wang, Jingrui He

NeurIPS 2023poster

Transferable graph learning involves knowledge transferability from a source graph to a relevant target graph. The major challenge of transferable graph learning is the distribution shift between source and target graphs induced by individual node attributes and complex graph structures. To solve th…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗