Temporal pretext tasks (time-difference, frequency, future-frame prediction) improve SSL representations for crop mapping and yield estimation, with future-frame prediction best on SICKLE and FTW India.
To ensure the dataset focuses on rele- vant agricultural areas, we masked out the ocean regions and created a shapefile representing the target sampling region
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Time2Agri: Temporal Pretext Tasks for Agricultural Monitoring
Temporal pretext tasks (time-difference, frequency, future-frame prediction) improve SSL representations for crop mapping and yield estimation, with future-frame prediction best on SICKLE and FTW India.