40 citations · 48 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
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…
Text Detection Forgot About Document OCR
Krzysztof Olejniczak, Milan Šulc
Detection and recognition of text from scans and other images, commonly denoted as Optical Character Recognition (OCR), is a widely used form of automated document processing with…
Business Document Information Extraction: Towards Practical Benchmarks
Matyáš Skalický, Štěpán Šimsa, Michal Uřičář +1
Information extraction from semi-structured documents is crucial for frictionless business-to-business (B2B) communication. While machine learning problems related to Document Info…