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» Supervised Dictionary Learning
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132
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ICML
2010
IEEE
15 years 3 months ago
Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences
This paper studies the problem of learning from ambiguous supervision, focusing on the task of learning semantic correspondences. A learning problem is said to be ambiguously supe...
Antoine Bordes, Nicolas Usunier, Jason Weston
138
Voted
ICIP
2008
IEEE
16 years 4 months ago
Learning action dictionaries from video
Summarizing the contents of a video containing human activities is an important problem in computer vision and has important applications in automated surveillance systems. Summar...
Pavan K. Turaga, Rama Chellappa
94
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ICASSP
2009
IEEE
15 years 9 months ago
Thresholded smoothed-l0(SL0) dictionary learning for sparse representations
Hadi Zayyani, Massoud Babaie-Zadeh
49
Voted
ICASSP
2009
IEEE
15 years 9 months ago
Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals
Boris Mailhé, Rémi Gribonval, Fr&eac...
70
Voted
ICASSP
2009
IEEE
15 years 9 months ago
Parsimonious dictionary learning
Mehrdad Yaghoobi, Thomas Blumensath, Michael E. Da...