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ICIP
2009
IEEE
16 years 7 months ago
On The Role Of Context In Probabilistic Models Of Visual Saliency
In recent years, many principled probabilistic definitions for the determination of visual saliency have been proposed. Moreover, there has been increased focus on the role of con...
DAC
2008
ACM
16 years 7 months ago
An 8x8 run-time reconfigurable FPGA embedded in a SoC
This paper presents a RTR FPGA embedded in a System on Chip fabricated in 130nm CMOS process. Various aspects of the design flow, from automation to floor-planning are discussed. ...
Sumanta Chaudhuri, Sylvain Guilley, Florent Flamen...
ICML
2007
IEEE
16 years 7 months ago
Bayesian compressive sensing and projection optimization
This paper introduces a new problem for which machine-learning tools may make an impact. The problem considered is termed "compressive sensing", in which a real signal o...
Shihao Ji, Lawrence Carin
ICML
2006
IEEE
16 years 7 months ago
Relational temporal difference learning
We introduce relational temporal difference learning as an effective approach to solving multi-agent Markov decision problems with large state spaces. Our algorithm uses temporal ...
Nima Asgharbeygi, David J. Stracuzzi, Pat Langley
ICML
2002
IEEE
16 years 7 months ago
Multi-Instance Kernels
Learning from structured data is becoming increasingly important. However, most prior work on kernel methods has focused on learning from attribute-value data. Only recently, rese...
Adam Kowalczyk, Alex J. Smola, Peter A. Flach, Tho...