S4: Self-Supervised Sensing Across the Spectrum

no code implementations • 2 May 2024 • Jayanth Shenoy, Xinjian Davis Zhang, Shlok Mehrotra, Bill Tao, Rem Yang, Han Zhao, Deepak Vasisht

We propose S4 a new self-supervised pre-training approach that significantly reduces the requirement for labeled training data by utilizing two new insights: (a) Satellites capture images in different parts of the spectrum such as radio frequencies, and visible frequencies.

Segmentation Time Series