Alex N Wang

PooDLe🐩: Pooled and dense self-supervised learning from naturalistic videos

Self-supervised learning has driven significant progress in learning from single-subject, _iconic_ images. However, there are still unanswered questions about the use of minimally-curated, naturalistic video data, which contain _dense_ scenes with many independent objects, imbalanced class distribut…