Semantically-Conditioned Negative Samples for Efficient Contrastive Learning

12 Feb 2021 James O' Neill Danushka Bollegala

Negative sampling is a limiting factor w.r.t. the generalization of metric-learned neural networks... (read more)

PDF Abstract
No code implementations yet. Submit your code now

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper


METHOD TYPE
Mixup
Image Data Augmentation