192 citations · 845 across the 41 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…
Representing Meaning with a Combination of Logical and Distributional Models
I. Beltagy, Stephen Roller, Pengxiang Cheng +2
NLP tasks differ in the semantic information they require, and at this time no single se- mantic representation fulfills all requirements. Logic-based representations characterize…
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…