Manifold Characteristics That Predict Downstream Task Performance

1 code implementation • 16 May 2022 • Ruan van der Merwe, Gregory Newman, Etienne Barnard

Pretraining methods are typically compared by evaluating the accuracy of linear classifiers, transfer learning performance, or visually inspecting the representation manifold's (RM) lower-dimensional projections.

Self-Supervised Learning Transfer Learning