2295 search results - page 126 / 459 » Learning Overcomplete Representations |
108
Voted
APIN
2004
15 years 17 days ago
2004
In this paper we are concerned with the problem of learning how to solve planning problems in one domain given a number of solved instances. This problem is formulated as the probl...
86
Voted
ECCV
2010
Springer
15 years 6 months ago
2010
Springer
Abstract. We address the problem of learning good features for understanding video data. We introduce a model that learns latent representations of image sequences from pairs of su...
87
Voted
AAAI
1996
15 years 2 months ago
1996
Inductive algorithms rely strongly on their representational biases, Constructive induction can mitigate representational inadequacies. This paper introduces the notion of a relat...
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We are interested in learning programs for multiple related tasks given only a few training examples per task. Since the program for a single task is underdetermined by its data, ...
98
Voted
PR
2006
15 years 19 days ago
2006
For the management of digital document collections, automatic database analysis still has ties to deal with semantic queries and abstract concepts that users are looking for. When...