Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
來源：NIPS 2015 本文介紹了decode時採樣的一種新方法，稱爲「curriculum learning」（課程學習），對應的採樣方法叫做「scheduled sampling」（計劃採樣）。 傳統方法的問題：傳統的神經網絡訓練時和預測時的輸入不一樣。 比如對於上圖這種網絡結構，訓練時上一步的y是真實序列標記，然後做爲輸入到下一步，而預測時上一步的y是模型的輸出，然後再做爲下一步的輸入。這
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相關文章
- 1. Sequence Models(Week1)---Recurrent Neural Networks
- 2. Supervised Sequence Labelling with Recurrent Neural Networks 筆記 -LSTM
- 3. 019 Recurrent Neural Networks
- 4. CHAPTER 9 Sequence Processing with Recurrent Networks
- 5. A Critical Review of Recurrent Neural Networks for Sequence Learning
- 6. Taming Recurrent Neural Networks for Better Summarization
- 7. Sutskever2014_Sequence to Sequence Learning with Neural Networks
- 8. (zhuan) Recurrent Neural Network
- 9. Paper：Sequence to Sequence Learning with Neural Networks
- 10. Recurrent Neural Networks 簡述