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» Efficient Representation of Adhoc Constraints
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ICML
2009
IEEE
14 years 10 months ago
A convex formulation for learning shared structures from multiple tasks
Multi-task learning (MTL) aims to improve generalization performance by learning multiple related tasks simultaneously. In this paper, we consider the problem of learning shared s...
Jianhui Chen, Lei Tang, Jun Liu, Jieping Ye
CVPR
2010
IEEE
14 years 6 months ago
Locality-constrained Linear Coding for Image Classification
The traditional SPM approach based on bag-of-features (BoF) must use nonlinear classifiers to achieve good image classification performance. This paper presents a simple but effec...
Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv
DATE
1999
IEEE
115views Hardware» more  DATE 1999»
14 years 1 months ago
EXPRESSION: A Language for Architecture Exploration through Compiler/Simulator Retargetability
We describe EXPRESSION, a language supporting architectural design space exploration for embedded Systems-onChip (SOC) and automatic generation of a retargetable compiler/simulato...
Ashok Halambi, Peter Grun, Vijay Ganesh, Asheesh K...
AAAI
2008
13 years 12 months ago
Reducing Particle Filtering Complexity for 3D Motion Capture using Dynamic Bayesian Networks
Particle filtering algorithms can be used for the monitoring of dynamic systems with continuous state variables and without any constraints on the form of the probability distribu...
Cédric Rose, Jamal Saboune, François...
ASPDAC
2008
ACM
145views Hardware» more  ASPDAC 2008»
13 years 11 months ago
Mixed integer linear programming-based optimal topology synthesis of cascaded crossbar switches
- We present a topology synthesis method for high performance System-on-Chip (SoC) design. Our method provides an optimal topology of on-chip communication network for the given ba...
Minje Jun, Sungjoo Yoo, Eui-Young Chung