Kavita Bala

Remote sensing vision-language foundation models without annotations via ground remote alignment

Change-aware sampling and contrastive learning for satellite images

Change event dataset for discovery from spatio-temporal remote sensing imagery

Reconstructing translucent objects using differentiable rendering

Activation Regression for Continuous Domain Generalization with Applications to Crop Classification

Zero-shot learning using multimodal descriptions

Discovering underground maps from fashion

Machine learning (ML) for tracking fashion trends: Documenting the frequency of the baseball cap on social media and the runway