3 papers
cs.CV2026
How do Self-Supervised Remote Sensing Vision Models Transfer to Downstream Tasks?
Julia Romero, Qin Lv, Morteza Karimzadeh
Self-supervised geospatial foundation models (GeoFMs) learn transferable representations from remote sensing data, but their downstream behavior is difficult to characterize. We st…
cs.CV2026
Graph-Based Multimodal and Multi-view Alignment for Keystep Recognition
Julia Lee Romero, Kyle Min, Subarna Tripathi +1
Egocentric videos capture scenes from a wearer's viewpoint, resulting in dynamic backgrounds, frequent motion, and occlusions, posing challenges to accurate keystep recognition. We…
cs.CV2025
Keystep Recognition using Graph Neural Networks
Julia Lee Romero, Kyle Min, Subarna Tripathi +1
We pose keystep recognition as a node classification task, and propose a flexible graph-learning framework for fine-grained keystep recognition that is able to effectively leverage…