3 papers
cs.CV2022
GLAMI-1M: A Multilingual Image-Text Fashion Dataset
Vaclav Kosar, Antonín Hoskovec, Milan Šulc +1
We introduce GLAMI-1M: the largest multilingual image-text classification dataset and benchmark. The dataset contains images of fashion products with item descriptions, each in 1 o…
cs.CV2022
Contrastive Classification and Representation Learning with Probabilistic Interpretation
Rahaf Aljundi, Yash Patel, Milan Sulc +2
Cross entropy loss has served as the main objective function for classification-based tasks. Widely deployed for learning neural network classifiers, it shows both effectiveness an…
cs.CV2018
Improving CNN classifiers by estimating test-time priors
Milan Sulc, Jiri Matas
The problem of different training and test set class priors is addressed in the context of CNN classifiers. We compare two different approaches to estimating the new priors: an exi…