Texture Bias Of CNNs Limits Few-Shot Classification Performance

no code implementations • 18 Oct 2019 • Sam Ringer, Will Williams, Tom Ash, Remi Francis, David MacLeod

Accurate image classification given small amounts of labelled data (few-shot classification) remains an open problem in computer vision.

Classification Few-Shot Learning +2

The Speechmatics Parallel Corpus Filtering System for WMT18

no code implementations • WS 2018 • Tom Ash, Remi Francis, Will Williams

Our entry to the parallel corpus filtering task uses a two-step strategy.

Machine Translation