Diagnosing and Remedying Shot Sensitivity with Cosine Few-Shot Learners

Davis Wertheimer, Luming Tang, Bharath Hariharan

Few-shot recognition involves training an image classifier to distinguish novel concepts at test time using few examples (shot). Existing approaches generally assume that the shot…