22 citations · 24 across the 12 of their papers we have counts for
4 papers · 1 filter
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-Commerce
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar +1
In this paper, we address a crucial problem in fashion e-commerce (with respect to customer experience, as well as revenue): color variants identification, i.e., identifying fashio…
Seeing Objects in dark with Continual Contrastive Learning
Ujjal Kr Dutta
Object Detection, a fundamental computer vision problem, has paramount importance in smart camera systems. However, a truly reliable camera system could be achieved if and only if…
Semi-Supervised Metric Learning: A Deep Resurrection
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
Distance Metric Learning (DML) seeks to learn a discriminative embedding where similar examples are closer, and dissimilar examples are apart. In this paper, we address the problem…
Color Variants Identification in Fashion e-commerce via Contrastive Self-Supervised Representation Learning
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar +1
In this paper, we utilize deep visual Representation Learning to address an important problem in fashion e-commerce: color variants identification, i.e., identifying fashion produc…