1443 search results - page 17 / 289 » Learning Generative Models via Discriminative Approaches |
125
Voted
ICCV
2011
IEEE
14 years 19 days ago
2011
IEEE
Linear subspace learning (LSL) is a popular approach to image recognition and it aims to reveal the essential features of high dimensional data, e.g., facial images, in a lower di...
118
Voted
PAMI
2008
15 years 16 days ago
2008
We investigate whether dimensionality reduction using a latent generative model is beneficial for the task of weakly supervised scene classification. In detail we are given a set ...
112
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SIGIR
2005
ACM
15 years 6 months ago
2005
ACM
This paper presents a new discriminative model for information retrieval (IR), referred to as linear discriminant model (LDM), which provides a flexible framework to incorporate a...
105
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
In this paper, we compare both discriminative and generative parameter learning on both discriminatively and generatively structured Bayesian network classifiers. We use either ma...
82
Voted
VIZSEC
2004
Springer
15 years 6 months ago
2004
Springer
We present an approach to user re-authentication based on the data collected from the computer’s mouse device. Our underlying hypothesis is that one can successfully model user ...