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171
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SIGMETRICS
2010
ACM
113views Hardware» more  SIGMETRICS 2010»
14 years 8 months ago
Reliability analysis of deduplicated and erasure-coded storage
Space efficiency and data reliability are two primary concerns for modern storage systems. Chunk-based deduplication, which breaks up data objects into single-instance chunks that...
Xiaozhou Li, Mark Lillibridge, Mustafa Uysal
88
Voted
ICCV
2001
IEEE
16 years 3 months ago
Recognizing Large 3-D Objects through Next View Planning using an Uncalibrated Camera
We present a new on-line scheme for the recognition and pose estimation of a large isolated 3-D object, which may not entirely fit in a camera's field of view. We do not assu...
Sumantra Dutta Roy, Santanu Chaudhury, Subhashis B...
109
Voted
ICIP
2002
IEEE
16 years 3 months ago
Extraction of semantic objects from still images
In this work, we study the extraction of semantic objects from still images. We combine different ideas to extract them in a structured manner together with a perceptual metric th...
Alvaro Pardo
JMLR
2010
151views more  JMLR 2010»
14 years 8 months ago
Understanding the difficulty of training deep feedforward neural networks
Whereas before 2006 it appears that deep multilayer neural networks were not successfully trained, since then several algorithms have been shown to successfully train them, with e...
Xavier Glorot, Yoshua Bengio
130
Voted
ECOOP
2010
Springer
15 years 6 months ago
Recency Types for Analyzing Scripting Languages
Abstract. With the current surge of scripting technologies, large programs are being built with dynamically typed languages. As these programs grow in size, semantics-based tools g...
Phillip Heidegger, Peter Thiemann