3716 search results - page 55 / 744 » On the monotonization of the training set |
IJON
2000
15 years 12 days ago
2000
We present an original initialization procedure for the parameters of feedforward wavelet networks, prior to training by gradient-based techniques. It takes advantage of wavelet f...
98
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We propose a method for face recognition based on a discriminative linear projection. In this formulation images are treated as tensors, rather than the more conventional vector o...
81
Voted
ICPR
2004
IEEE
16 years 1 months ago
2004
IEEE
A methodology using decoder banks is proposed for high-accuracy, fully automatic recognition of machine printed text across a wide range of challenging image qualities, without re...
108
Voted
EMNLP
2010
14 years 10 months ago
2010
Many sequence labeling tasks in NLP require solving a cascade of segmentation and tagging subtasks, such as Chinese POS tagging, named entity recognition, and so on. Traditional p...
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
We apply Stochastic Meta-Descent (SMD), a stochastic gradient optimization method with gain vector adaptation, to the training of Conditional Random Fields (CRFs). On several larg...