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» The Catchment Feature Model for Multimodal Language Analysis
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ICDAR
2007
IEEE
14 years 2 months ago
Energy-Based Models in Document Recognition and Computer Vision
The Machine Learning and Pattern Recognition communities are facing two challenges: solving the normalization problem, and solving the deep learning problem. The normalization pro...
Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu...
JMLR
2010
165views more  JMLR 2010»
13 years 3 months ago
Causal Inference
: This review presents empirical researchers with recent advances in causal inference, and stresses the paradigmatic shifts that must be undertaken in moving from traditional stati...
Judea Pearl
JCSS
2010
111views more  JCSS 2010»
13 years 6 months ago
Reduction rules for reset/inhibitor nets
Abstract. Reset/inhibitor nets are Petri nets extended with reset arcs and inhibitor arcs. A reset arc allows a transition to remove all tokens from a certain place when the transi...
H. M. W. Verbeek, Moe Thandar Wynn, Wil M. P. van ...
POPL
2008
ACM
14 years 8 months ago
Imperative self-adjusting computation
Self-adjusting computation enables writing programs that can automatically and efficiently respond to changes to their data (e.g., inputs). The idea behind the approach is to stor...
Umut A. Acar, Amal Ahmed, Matthias Blume
DOCENG
2008
ACM
13 years 10 months ago
A concise XML binding framework facilitates practical object-oriented document engineering
Semantic web researchers tend to assume that XML Schema and OWL-S are the correct means for representing the types, structure, and semantics of XML data used for documents and int...
Andruid Kerne, Zachary O. Toups, Blake Dworaczyk, ...