Simple Control Baselines for Evaluating Transfer Learning

no code implementations • 7 Feb 2022 • Andrei Atanov, Shijian Xu, Onur Beker, Andrei Filatov, Amir Zamir

Transfer learning has witnessed remarkable progress in recent years, for example, with the introduction of augmentation-based contrastive self-supervised learning methods.

Image Classification Self-Supervised Learning +1

Measuring the Effectiveness of Self-Supervised Learning using Calibrated Learning Curves

no code implementations • 29 Sep 2021 • Andrei Atanov, Shijian Xu, Onur Beker, Andrey Filatov, Amir Zamir

Self-supervised learning has witnessed remarkable progress in recent years, in particular with the introduction of augmentation-based contrastive methods.

Image Classification Self-Supervised Learning +1