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HCI
2011
14 years 8 months ago
Feature Selection in Crowd Creativity
Crowdsourcing is emerging as a wellspring of creative designs. This paper examines the mechanisms that support collective design. A sequential combination system is described: one ...
Lixiu Yu, Yasuaki Sakamoto
ICANN
2011
Springer
14 years 8 months ago
Transforming Auto-Encoders
The artificial neural networks that are used to recognize shapes typically use one or more layers of learned feature detectors that produce scalar outputs. By contrast, the comput...
Geoffrey E. Hinton, Alex Krizhevsky, Sida D. Wang
168
Voted
EMMCVPR
2011
Springer
14 years 4 months ago
Multiple-Instance Learning with Structured Bag Models
Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an in...
Jonathan Warrell, Philip H. S. Torr
CORR
2012
Springer
163views Education» more  CORR 2012»
14 years 10 days ago
The Structure of Signals: Causal Interdependence Models for Games of Incomplete Information
Traditional economic models typically treat private information, or signals, as generated from some underlying state. Recent work has explicated alternative models, where signals ...
Michael P. Wellman, Lu Hong, Scott E. Page
161
Voted
SOCO
2007
Springer
15 years 10 months ago
Patterns of Component Evolution
Contemporary software systems are composed of many components, which, in general, undergo phased and incremental development. In order to facilitate the corresponding construction ...
Rajesh Vasa, Markus Lumpe, Jean-Guy Schneider