Non-local Neural Networks
論文鏈接：論文 一位大佬的博客：博客 一般深度學習的各種操作都是local的，比如CNN，conv都是局部感受野，但其實全局的信息對於圖像的任務更有價值，比如短視頻分類任務等等，目前全局信息的使用就是FC，但是這會帶來大量的參數。這篇文章提出了一個nonlocal的操作，他把position當成了一個權重，這裏的position可以指空間，時間，或者時空關係，計算全局的關聯性。eg視頻中第一幀的A
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相關文章
- 1. Neural Networks
- 2. Convolutional Neural Networks---Foundations of Convolutional Neural Networks
- 3. Neural Networks and Deep Learning -- Class 4: Deep Neural Networks
- 4. Neural Networks and Deep Learning -- Class 3: Shallow neural networks
- 5. 18-Non-local-Neural-Networks
- 6. 【點雲識別】Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling 論文筆記
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