Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark

Vincent Dumoulin, Neil Houlsby, Utku Evci +4

Meta and transfer learning are two successful families of approaches to few-shot learning. Despite highly related goals, state-of-the-art advances in each family are measured large…