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» Activity Modeling Using Event Probability Sequences
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119
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EMNLP
2010
15 years 6 days ago
Confidence in Structured-Prediction Using Confidence-Weighted Models
Confidence-Weighted linear classifiers (CW) and its successors were shown to perform well on binary and multiclass NLP problems. In this paper we extend the CW approach for sequen...
Avihai Mejer, Koby Crammer
91
Voted
MICRO
2003
IEEE
96views Hardware» more  MICRO 2003»
15 years 7 months ago
Using Interaction Costs for Microarchitectural Bottleneck Analysis
Attacking bottlenecks in modern processors is difficult because many microarchitectural events overlap with each other. This parallelism makes it difficult to both (a) assign a ...
Brian A. Fields, Rastislav Bodík, Mark D. H...
171
Voted

Publication
204views
14 years 11 months ago
Maximum Likelihood Active Contours Specialized for Mammography Segmentation
We present a region-based active contour approach to segmenting masses in digital mammograms. The algorithm developed in a Maximum Likelihood approach is based on the calculation o...
Peyman Rahmati, A. Ayatollahi
125
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CVPR
2008
IEEE
16 years 4 months ago
Toward automatic 3D modeling of scenes using a generic camera model
The automatic reconstruction of 3D models from image sequences is still a very active field of research. All existing methods are designed for a given camera model, and a new (and...
Maxime Lhuillier
103
Voted
JMLR
2010
92views more  JMLR 2010»
14 years 9 months ago
Posterior distributions are computable from predictive distributions
As we devise more complicated prior distributions, will inference algorithms keep up? We highlight a negative result in computable probability theory by Ackerman, Freer, and Roy (...
Cameron E. Freer, Daniel M. Roy