What constitutes a scene? Defining a meaningful vocabulary for scene discovery is a challenging problem that has important consequences for object recognition.
We consider scenes to depict correlated objects and present visual similarity. We introduce a max-margin factorization model that finds a low dimensional ...
We introduce a max-margin factorization model that finds a low dimensional sub-space with high discriminative power for correlated annotations. We postulate ...
Abstract. What constitutes a scene? Defining a meaningful vocabulary for scene discov- ery is a challenging problem that has important consequences for ...
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We consider scenes to depict correlated objects and present visual similarity. We introduce a max-margin factorization model that finds a low dimensional ...
Duration: 54:55
Posted: Mar 26, 2008
Posted: Mar 26, 2008
Oct 11, 2008 · We introduce a max-margin factorization model that finds a low dimensional subspace with high discriminative power for correlated annotations.
Matrix factorization provides a low-rank approximation of a matrix. It arises in many machine learning and signal processing applications [2], such as singular ...
In this paper, we study the usefulness of various matrix factorization methods for learning features to be used for the specific Acoustic Scene ...
Factorized component entropies are introduced for handling the difficult problem of vocabulary construction for concept discovery in social media. Since the ...