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NIPS
2001
13 years 10 months ago
K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms
Guided by an initial idea of building a complex (non linear) decision surface with maximal local margin in input space, we give a possible geometrical intuition as to why K-Neares...
Pascal Vincent, Yoshua Bengio
DATASCIENCE
2007
106views more  DATASCIENCE 2007»
13 years 9 months ago
Linking the Taiwan Fish Database to the Global Database
Under the support of the National Digital Archive Program (NDAP), basic species information about most Taiwanese fishes, including their morphology, ecology, distribution, specime...
Kwang-Tsao Shao, Jack Yung-Chang Lin, Hsin-Hua Lin
CVPR
2005
IEEE
14 years 11 months ago
A Two Level Approach for Scene Recognition
Classifying pictures into one of several semantic categories is a classical image understanding problem. In this paper, we present a stratified approach to both binary (outdoor-in...
Le Lu, Kentaro Toyama, Gregory D. Hager
ISER
2004
Springer
172views Robotics» more  ISER 2004»
14 years 2 months ago
Autonomous Navigation Results from the Mars Exploration Rover (MER) Mission
In January, 2004, the Mars Exploration Rover (MER) mission landed two rovers, Spirit and Opportunity, on the surface of Mars. Several autonomous navigation capabilities were employ...
Mark W. Maimone, Andrew Edie Johnson, Yang Cheng, ...
PLDI
1995
ACM
14 years 16 days ago
Unifying Data and Control Transformations for Distributed Shared Memory Machines
We present a unified approach to locality optimization that employs both data and control transformations. Data transformations include changing the array layout in memory. Contr...
Michal Cierniak, Wei Li