New York University; Inria; Georgia Institute of Technology; Meta AI Research; Johns Hopkins University; University of Maryland
Micah Goldblum, Hossein Souri, Renkun Ni, Manli Shu, Viraj Prabhu, Gowthami Somepalli, Prithvijit Chattopadhyay, Mark Ibrahim, Adrien Bardes, Judy Hoffman, Rama Chellappa, Andrew Wilson, Tom Goldstein
self-supervised learning;object detection;segmentation;out-of-distribution;domain shift;image retrieval;transfer learning
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks