Discovering Style Trends through Deep Visually Aware Latent Item Embeddings

Murium Iqbal, Adair Kovac, Kamelia Aryafar

In this paper, we explore Latent Dirichlet Allocation (LDA) and Polylingual Latent Dirichlet Allocation (PolyLDA), as a means to discover trending styles in Overstock from deep vis…