Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time

Gabriel Huang, Hugo Larochelle, Simon Lacoste-Julien

We show that several popular few-shot learning benchmarks can be solved with varying degrees of success without using support set Labels at Test-time (LT). To this end, we introduc…