Sciweavers

1416 search results - page 160 / 284
» The Kernel Least-Mean-Square Algorithm
Sort
View
CVPR
2009
IEEE
2115views Computer Vision» more  CVPR 2009»
16 years 11 months ago
Real-Time O(1) Bilateral Filtering
We propose a new bilateral filtering algorithm with computational complexity invariant to filter kernel size, socalled O(1) or constant time in the literature. By showing that a...
Kar-Han Tan, Narendra Ahuja, Qingxiong Yang
157
Voted
DIS
2007
Springer
15 years 10 months ago
A Hilbert Space Embedding for Distributions
We describe a technique for comparing distributions without the need for density estimation as an intermediate step. Our approach relies on mapping the distributions into a reprodu...
Alexander J. Smola, Arthur Gretton, Le Song, Bernh...
122
Voted
PLDI
2010
ACM
15 years 8 months ago
A GPGPU compiler for memory optimization and parallelism management
This paper presents a novel optimizing compiler for general purpose computation on graphics processing units (GPGPU). It addresses two major challenges of developing high performa...
Yi Yang, Ping Xiang, Jingfei Kong, Huiyang Zhou
SDM
2009
SIAM
291views Data Mining» more  SDM 2009»
16 years 29 days ago
Detection and Characterization of Anomalies in Multivariate Time Series.
Anomaly detection in multivariate time series is an important data mining task with applications to ecosystem modeling, network traffic monitoring, medical diagnosis, and other d...
Christopher Potter, Haibin Cheng, Pang-Ning Tan, S...
114
Voted
ICASSP
2009
IEEE
15 years 10 months ago
Polyphase interpretation of empirical image interpolation
We observe several characteristics of empirical image interpolating algorithms and contribute four novel concepts and claims. First, we interpret well-known classification-based ...
Karl S. Ni, Truong Q. Nguyen