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149
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EUROMED
2010
15 years 3 months ago
Modeling Procedural Knowledge: A Generative Modeler for Cultural Heritage
Within the last few years generative modeling techniques have gained attention especially in the context of cultural heritage. As a generative model describes a rather ideal object...
Christoph Schinko, Martin Strobl, Torsten Ullrich,...
136
Voted
ML
2010
ACM
124views Machine Learning» more  ML 2010»
15 years 3 months ago
Large scale image annotation: learning to rank with joint word-image embeddings
Image annotation datasets are becoming larger and larger, with tens of millions of images and tens of thousands of possible annotations. We propose a strongly performing method tha...
Jason Weston, Samy Bengio, Nicolas Usunier
132
Voted
MT
2010
110views more  MT 2010»
15 years 3 months ago
Metrics for MT evaluation: evaluating reordering
Translating between dissimilar languages requires an account of the use of divergent word orders when expressing the same semantic content. Reordering poses a serious problem for s...
Alexandra Birch, Miles Osborne, Phil Blunsom
140
Voted
PRICAI
2010
Springer
15 years 3 months ago
Visual Query Expansion via Incremental Hypernetwork Models of Image and Text
Abstract. Humans can associate vision and language modalities and thus generate mental imagery, i.e. visual images, from linguistic input in an environment of unlimited inflowing i...
Min-Oh Heo, Myunggu Kang, Byoung-Tak Zhang
SCP
2010
154views more  SCP 2010»
15 years 3 months ago
An algebraic foundation for automatic feature-based program synthesis
Feature-Oriented Software Development provides a multitude of formalisms, methods, languages, and tools for building variable, customizable, and extensible software. Along differe...
Sven Apel, Christian Lengauer, Bernhard Mölle...