a-ReQ : Assessing Representation Quality in Self-Supervised Learning by Measuring Eigenspectrum Decay

Item #:

068431-1281

Details

DOI: https://doi.org/10.52202/068431-1281
Author(s): Kumar K Agrawal, Arna Ghosh, Arnab Kumar Mondal, Blake Richards
Pages: 17626-17638 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1281
Author(s): Kumar K Agrawal, Arna Ghosh, Arnab Kumar Mondal, Blake Richards
Pages: 17626-17638 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)