523 citations · 1.4k across the 23 of their papers we have counts for
3 papers · 1 filter
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data
Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach +3
While recent deep neural network models have achieved promising results on the image captioning task, they rely largely on the availability of corpora with paired image and sentenc…
A Multi-scale Multiple Instance Video Description Network
Huijuan Xu, Subhashini Venugopalan, Vasili Ramanishka +2
Generating natural language descriptions for in-the-wild videos is a challenging task. Most state-of-the-art methods for solving this problem borrow existing deep convolutional neu…
Sequence to Sequence -- Video to Text
Subhashini Venugopalan, Marcus Rohrbach, Jeff Donahue +3
Real-world videos often have complex dynamics; and methods for generating open-domain video descriptions should be sensitive to temporal structure and allow both input (sequence of…