Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks

no code implementations • 15 Nov 2022 • Jessica Y. Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso

Medical datasets often face the problem of data scarcity, as ground truth labels must be generated by medical professionals.

Self-Supervised Learning

CLIPasso: Semantically-Aware Object Sketching

1 code implementation • 11 Feb 2022 • Yael Vinker, Ehsan Pajouheshgar, Jessica Y. Bo, Roman Christian Bachmann, Amit Haim Bermano, Daniel Cohen-Or, Amir Zamir, Ariel Shamir

Abstraction is at the heart of sketching due to the simple and minimal nature of line drawings.