Lecture03: Harmonic Analysis of Deep Convolutional Neural Networks
STATS385 Lecture03: Harmonic Analysis of Deep Convolutional Neural Networks 深度學習在ImageNet圖像分類、image captioning的成績； 圖像分類的一般步驟：特徵提取+線性分類器。對於線性不可分的數據，需要用非線性特徵提取； 圖像分類的要求：translation invariance, deformati
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相關文章
- 1. Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts
- 2. Convolutional Neural Networks---Foundations of Convolutional Neural Networks
- 3. Convolutional Neural Networks----Deep Convolutional Models:case studies
- 4. Deep Learning 1: Foundations of Convolutional Neural Networks
- 5. ImageNet Classification with Deep Convolutional Neural Networks
- 6. AlexNet：ImageNet Classification with Deep Convolutional Neural Networks
- 7. ImageNet Classification with Deep Convolutional Neural Networks
- 8. Bag of Tricks for Convolutional Neural Networks
- 9. 014 Foundation of Convolutional Neural Networks
- 10. Convolutional Neural Networks: Application