3 papers
cs.CV2019
Let's Transfer Transformations of Shared Semantic Representations
Nam Vo, Lu Jiang, James Hays
With a good image understanding capability, can we manipulate the images high level semantic representation? Such transformation operation can be used to generate or retrieve simil…
cs.CV2018
Composing Text and Image for Image Retrieval - An Empirical Odyssey
Nam Vo, Lu Jiang, Chen Sun +4
In this paper, we study the task of image retrieval, where the input query is specified in the form of an image plus some text that describes desired modifications to the input ima…
cs.CV2018
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?
Nam Vo, James Hays
This work studies deep metric learning under small to medium scale data as we believe that better generalization could be a contributing factor to the improvement of previous fine-…