Search Results for author: Polina Kuznetsova

Found 9 papers, 1 papers with code

TreeTalk: Composition and Compression of Trees for Image Descriptions

no code implementations TACL 2014 Polina Kuznetsova, Vicente Ordonez, Tamara L. Berg, Yejin Choi

We present a new tree based approach to composing expressive image descriptions that makes use of naturally occuring web images with captions.

Image Captioning Image Retrieval

Multi-modal Self-Supervision from Generalized Data Transformations

no code implementations28 Sep 2020 Mandela Patrick, Yuki Asano, Polina Kuznetsova, Ruth Fong, Joao F. Henriques, Geoffrey Zweig, Andrea Vedaldi

In this paper, we show that, for videos, the answer is more complex, and that better results can be obtained by accounting for the interplay between invariance, distinctiveness, multiple modalities and time.

Audio Classification Retrieval +1

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