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» The Localization Hypothesis and Machines
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ICML
2009
IEEE
14 years 10 months ago
Multi-class image segmentation using conditional random fields and global classification
A key aspect of semantic image segmentation is to integrate local and global features for the prediction of local segment labels. We present an approach to multi-class segmentatio...
Nils Plath, Marc Toussaint, Shinichi Nakajima
EMNLP
2011
12 years 9 months ago
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation
We propose a general method to watermark and probabilistically identify the structured outputs of machine learning algorithms. Our method is robust to local editing operations and...
Ashish Venugopal, Jakob Uszkoreit, David Talbot, F...
SYSTOR
2009
ACM
14 years 4 months ago
The effectiveness of deduplication on virtual machine disk images
Virtualization is becoming widely deployed in servers to efficiently provide many logically separate execution environments while reducing the need for physical servers. While th...
Keren Jin, Ethan L. Miller
SODA
2008
ACM
185views Algorithms» more  SODA 2008»
13 years 11 months ago
Better bounds for online load balancing on unrelated machines
We study the problem of scheduling permanent jobs on unrelated machines when the objective is to minimize the Lp norm of the machine loads. The problem is known as load balancing ...
Ioannis Caragiannis
PPPJ
2009
ACM
14 years 2 months ago
SlimVM: a small footprint Java virtual machine for connected embedded systems
The usage of cellular phones, PDAs, and other mobile devices has increased dramatically over the past ten years. Java is targeted to be one of the most popular execution environme...
Christoph Kerschbaumer, Gregor Wagner, Christian W...