Saliency精品文章

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  一文帶你用可視化理解卷積神經(jīng)網(wǎng)絡(luò)

  ...= activations.linear model = utils.apply_modifications(model) generating saliency map with unguided backprop grads1 = visualize_saliency(model, layer_idx,filter_indices=None,seed_input=image) ...

  alaege 2019-06-26 19:14 評(píng)論0 收藏0
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  利用Python實(shí)現(xiàn)卷積神經(jīng)網(wǎng)絡(luò)的可視化

  ...ze=8): # taken from https://www.kaggle.com/blargl/simple-occlusion-and-saliency-maps occlusion = np.full((size * 5, size * 5, 1), [0.5], np.float32) occlusion_center = np.full((size, siz...

  light 2019-07-31 11:07 評(píng)論0 收藏0
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  多倫多大學(xué)反人臉識(shí)別，身份欺騙成功率達(dá)99.5%

  ...經(jīng)網(wǎng)絡(luò)有幾種強(qiáng)烈的對(duì)抗攻擊方法，如L-BFGS、acobian-based Saliency Map Attack(JSMA)、DeepFool和carlin - wagner等。然而，這些方法都涉及到對(duì)可能的干擾空間進(jìn)行復(fù)雜的優(yōu)化，這使得它們速度慢，計(jì)算成本高。與攻擊分類(lèi)模型相比，攻擊目...

  TalkingData 2019-04-25 18:27 評(píng)論0 收藏0
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  GAN動(dòng)物園——GAN的各種變體列表

  ...Driving using Generative Adversarial NetworksSalGAN?—?SalGAN: Visual Saliency Prediction with Generative Adversarial NetworksSEGAN?—?SEGAN: Speech Enhancement Generative Adversarial NetworkSeqGAN?—...

  tianyu 2019-04-25 18:12 評(píng)論0 收藏0
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  GAN 論文大匯總

  ...ving using Generative Adversarial Networks SalGAN?—?SalGAN: Visual Saliency Prediction with Generative Adversarial Networks SEGAN?—?SEGAN: Speech Enhancement Generative Adversarial Network Se...

  lifesimple 2019-07-30 15:17 評(píng)論0 收藏0
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  GoogleNet是怎么理解圖像的？谷歌大神教你讀懂神經(jīng)特征可視化

  ...視化—但近期的工作似乎更傾向?qū)傩院惋@著圖（saliency maps））本文重點(diǎn)介紹特征可視化。雖然特征可視化是一個(gè)強(qiáng)大的工具，但實(shí)際上它的工作涉及到許多細(xì)節(jié)。在本文中，我們將研究主要問(wèn)題并探討解決這些問(wèn)題...

  cooxer 2019-04-25 18:20 評(píng)論0 收藏0