523 citations · 1.4k across the 23 of their papers we have counts for
3 papers · 1 filter
Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions
Ronghang Hu, Marcus Rohrbach, Subhashini Venugopalan +1
Image segmentation from referring expressions is a joint vision and language modeling task, where the input is an image and a textual expression describing a particular region in t…
Captioning Images with Diverse Objects
Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach +3
Recent captioning models are limited in their ability to scale and describe concepts unseen in paired image-text corpora. We propose the Novel Object Captioner (NOC), a deep visual…
Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text
Subhashini Venugopalan, Lisa Anne Hendricks, Raymond Mooney +1
This paper investigates how linguistic knowledge mined from large text corpora can aid the generation of natural language descriptions of videos. Specifically, we integrate both a…