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Source Code
1205views
14 years 12 months ago
Learning Based Digital Matting
Description =========== This package contains the major source code of a demo for our learning based digital image matting technique (as detailed in the below paper). @InPro...
140
Voted
IJCNN
2000
IEEE
15 years 9 months ago
Bias Learning, Knowledge Sharing
—Biasing properly the hypothesis space of a learner has been shown to improve generalization performance. Methods for achieving this goal have been proposed, that range from desi...
Joumana Ghosn, Yoshua Bengio
193
Voted

Publication
158views
17 years 3 months ago
Fair Flow Control for ATM-ABR Multipoint Connections
Multipoint-to-multipoint communication can be implemented by combining the point-to-multipoint and multipoint-to-point connection algorithms. In an ATM multipoint-to-point connecti...
Sonia Fahmy, Raj Jain, Rohit Goyal, and Bobby Vand...
ESANN
2006
15 years 6 months ago
Learning for stochastic dynamic programming
Abstract. We present experimental results about learning function values (i.e. Bellman values) in stochastic dynamic programming (SDP). All results come from openDP (opendp.sourcef...
Sylvain Gelly, Jérémie Mary, Olivier...
126
Voted
ICASSP
2011
IEEE
14 years 8 months ago
Dictionary learning of convolved signals
Assuming that a set of source signals is sparsely representable in a given dictionary, we show how their sparse recovery fails whenever we can only measure a convolved observation...
Daniele Barchiesi, Mark D. Plumbley