Lecture 15 - Stanford Vision Lab
Lecture 15 - Stanford Vision Lab
Lecture 15 - Stanford Vision Lab
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Discriminative models<br />
Nearest neighbor<br />
Neural networks<br />
10 6 examples<br />
Shakhnarovich, Viola, Darrell 2003<br />
Berg, Berg, Malik 2005...<br />
LeCun, Bottou, Bengio, Haffner 1998<br />
Rowley, Baluja, Kanade 1998<br />
…<br />
Support Vector Machines<br />
Latent SVM<br />
Structural SVM<br />
Boosting<br />
Guyon, Vapnik, Heisele,<br />
Serre, Poggio…<br />
Felzenszwalb 00<br />
Ramanan 03…<br />
Viola, Jones 2001,<br />
Torralba et al. 2004,<br />
Opelt et al. 2006,…<br />
Source: Vittorio Ferrari, Kristen Grauman, Antonio Torralba<br />
Fei-Fei Li<br />
<strong>Lecture</strong> <strong>15</strong> -<br />
46<br />
14‐Nov‐11