2258 search results - page 135 / 452 » Structured Sparsity in Structured Prediction |
CORR
2010
Springer
15 years 3 months ago
2010
Springer
—A denoising technique based on noise invalidation is proposed. The adaptive approach derives a noise signature from the noise order statistics and utilizes the signature to deno...
138
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ICML
2009
IEEE
15 years 2 months ago
2009
IEEE
We address the problem of learning classifiers using several kernel functions. On the contrary to many contributions in the field of learning from different sources of information...
148
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PAMI
2010
14 years 11 months ago
2010
This paper proposes a new method to synthesize and inpaint geometric textures. The texture model is composed of a geometric layer that drives the computation of a new grouplet tran...
158
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
In traditional framework of Compressive Sensing (CS), only sparse prior on the property of signals in time or frequency domain is adopted to guarantee the exact inverse recovery. ...
149
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CORR
2012
Springer
14 years 7 days ago
2012
Springer
We present sparse topical coding (STC), a non-probabilistic formulation of topic models for discovering latent representations of large collections of data. Unlike probabilistic t...