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The new media cycle also rewards political negativity, she claims, benefiting Tony Abbott's calculation in opposition to "go hard negative".
His success in politics has come by running tough, hard, negative campaigns against opponents," said Tad Devine, who helped run Mr. Kennedy's campaign against Mr. Romney.
It is also able to mine hard negative examples to make the network more discriminative for the specific sequence.
After the first training, we use hard negative mining to reduce false positives and to improve the overall performance.
The idea is that the first strong classifiers reject most of the negative examples, while the last strong classifiers try to discriminate positive examples from hard negative examples.
To train this lightweight deep network without compromising its efficiency, a new training method of progressive positive and hard negative sample mining is introduced and shown to drastically improve training speed and accuracy.
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Finally a cascade AdaBoost classifier is learned for hard negatives selection and pedestrian detection.
A structured loss function defined over positive pairs and hard negatives is proposed to formulate a novel optimization problem so that fast convergence and more stable optimized solution can be attained.
Team Obama wants to avoid being seen as negative, in order to protect its brand, so the harder negative stuff plays out of the spotlight.
McMahon went hard and negative early, with ads that harped on Murphy's sloppy financial history: he was sued for nonpayment of rent in 2003 and faced a foreclosure in 2007 for missing mortgage payments.
This is hard but negative pressure is what will keep you going when you really tired and fed up.
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