Multimodal Learning

Greenhouse images and climate measurements inform a shared representation for plant trait prediction.

Research in progress

CLFM: climate-informed representation learning

CLFM explores label-efficient plant trait prediction by bringing greenhouse images and climate measurements into a shared learning framework. Current development investigates image-environment contrastive learning and adaptation of vision backbones.

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