Lu-Ning Li

Zero-Shot Martian Landform Classification via Vision–Language Alignment in Foundation Models

Martian geomorphological interpretation is fundamental to understanding the geological evolution, environmental changes, and potential habitability of Mars. However, existing automated interpretation methods heavily rely on large-scale annotated data, making them difficult to apply in Martian remote sensing scenarios c...