activity
20202025
most citedTransfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network

9 citations · 12 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 9 cited

Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network

Tomáš Chobola, Daniel Vašata, Pavel Kordík

MetaDL Challenge 2020 focused on image classification tasks in few-shot settings. This paper describes second best submission in the competition. Our meta learning approach modifie…

cs.LG2020★ 1 cited

Unsupervised Latent Space Translation Network

Magda Friedjungová, Daniel Vašata, Tomáš Chobola +1

One task that is often discussed in a computer vision is the mapping of an image from one domain to a corresponding image in another domain known as image-to-image translation. Cur…