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» Labels from Reductions: Towards a General Theory
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CVPR
2010
IEEE
1135views Computer Vision» more  CVPR 2010»
14 years 3 months ago
Towards Weakly Supervised Semantic Segmentation by Means of Multiple Instance and Multitask Learning.
We address the task of learning a semantic segmentation from weakly supervised data. Our aim is to devise a system that predicts an object label for each pixel by making use of on...
Alexander Vezhnevets, Joachim Buhmann
RSCTC
2000
Springer
111views Fuzzy Logic» more  RSCTC 2000»
13 years 11 months ago
Toward a Perception-Based Theory of Probabilistic Reasoning
The perception-based theory of probabilistic reasoning which is outlined in this paper is not in the traditional spirit. Its principal aim is to lay the groundwork for a radical e...
Lotfi A. Zadeh
ASP
2003
Springer
14 years 28 days ago
Implementing OCLP as a front-end for Answer Set Solvers: From Theory to Practice
Abstract. Ordered Choice Logic Programming (OCLP) allows for preferencebased decision-making with multiple alternatives and without the burden of any form of negation. This complet...
Martin Brain, Marina De Vos
BIRTHDAY
2000
Springer
14 years 1 days ago
Prioritizing Default Logic
A number of prioritized variants of Reiter’s default logic have been described in the literature. In this paper, we introduce two natural principles for preference handling and s...
Gerhard Brewka, Thomas Eiter
VISAPP
2010
13 years 5 months ago
Inverse Problems in Imaging and Computer Vision - From Regularization Theory to Bayesian Inference
phies are also mentioned and a common mathematical abstraction for all these inverses problems will be presented. By focusing on a simple linear forward model, first a synthetic an...
Ali Mohammad-Djafari