101 search results - page 16 / 21 » Discriminative Learning over Constrained Latent Representati... |
213
Voted
ML
2011
ACM
14 years 8 months ago
2011
ACM
Abstract. Type Extension Trees (TET) have been recently introduced as an expressive representation language allowing to encode complex combinatorial features of relational entities...
107
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CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
For object category recognition to scale beyond a small number of classes, it is important that algorithms be able to learn from a small amount of labeled data per additional clas...
107
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
A plausible representation of relational information among entities in dynamic systems such as a living cell or a social community is a stochastic network which is topologically r...
134
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CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
We present a hierarchical generative model for object recognition that is constructed by weakly-supervised learning. A key component is a novel, adaptive patch feature whose width...
130
Voted
ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...