VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series

1 code implementation • 6 Apr 2022 • Daesoo Lee, Erlend Aune, Nadège Langet, Jo Eidsvik

This study shows that a combination of a VICReg-style method and TNC is very effective for SSL on non-stationary time series, where a non-stationary seismic signal time series is used as an evaluation dataset.

Linear evaluation Self-Supervised Learning +2