2 papers
cs.CV2026
SAR2Agri: Learning SAR Intensity Representations for Agricultural Monitoring
Moti Rattan Gupta, Anupam Sobti
Agricultural monitoring faces unique challenges, arising from the landscape's complex temporal, phenological, and climate dynamics, yet monitoring them is critical for ensuring foo…
cs.LG2025
Time2Agri: Temporal Pretext Tasks for Agricultural Monitoring
Moti Rattan Gupta, Anupam Sobti
Self Supervised Learning(SSL) has emerged as a prominent paradigm for label-efficient learning, and has been widely utilized by remote sensing foundation models(RSFMs). Recent RSFM…