2024
Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery
Andy V Huynh*, Lauren Gillespie, Jael Lopez-Saucedo, Claire Tang, Rohan Sikand, Moisés Expósito-Alonso
ECCV 2024poster
"Multimodal image-text contrastive learning has shown that joint representations can be learned across modalities. Here, we show how leveraging multiple views of image data with contrastive learning can improve downstream fine-grained classification performance for species recognition, even when one…