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ECAI
2006
Springer
15 years 1 months ago
Least Squares SVM for Least Squares TD Learning
Abstract. We formulate the problem of least squares temporal difference learning (LSTD) in the framework of least squares SVM (LS-SVM). To cope with the large amount (and possible ...
Tobias Jung, Daniel Polani
ECCV
2006
Springer
15 years 1 months ago
Learning Semantic Scene Models by Trajectory Analysis
Abstract. In this paper, we describe an unsupervised learning framework to segment a scene into semantic regions and to build semantic scene models from longterm observations of mo...
Xiaogang Wang, Kinh Tieu, Eric Grimson
FPL
2006
Springer
112views Hardware» more  FPL 2006»
15 years 1 months ago
Real-Time Video Pixel Matching
We present an efficient implementation of a state of the art algorithm PixelMatch for matching all pixels within consecutive video frames. The method is of practical interest for ...
Jean-Baptiste Note, Mark Shand, Jean Vuillemin
IWMM
2000
Springer
108views Hardware» more  IWMM 2000»
15 years 1 months ago
Implementing an On-the-Fly Garbage Collector for Java
Java uses garbage collection (GC) for the automatic reclamation of computer memory no longer required by a running application. GC implementations for Java Virtual Machines (JVM) ...
Tamar Domani, Elliot K. Kolodner, Ethan Lewis, Eli...
SC
2000
ACM
15 years 1 months ago
High Performance Reactive Fluid Flow Simulations Using Adaptive Mesh Refinement on Thousands of Processors
We present simulations and performance results of nuclear burning fronts in supernovae on the largest domain and at the finest spatial resolution studied to date. These simulation...
A. C. Calder, Bruce C. Curtis, L. J. Dursi, Bruce ...