2 papers
cs.LG2026
STEP: Scientific Time-Series Encoder Pretraining via Cross-Domain Distillation
Chen Zhang, Liwei Liu, Jun Tao +6
Scientific time series are central to scientific AI but are typically sparse, highly heterogeneous, and limited in scale, making unified representation learning particularly challe…
cs.CV2025
LG-CD: Enhancing Language-Guided Change Detection through SAM2 Adaptation
Yixiao Liu, Yizhou Yang, Jinwen Li +5
Remote Sensing Change Detection (RSCD) typically identifies changes in land cover or surface conditions by analyzing multi-temporal images. Currently, most deep learning-based meth…