Lilian

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The Transformer Family
This post presents how the vanilla Transformer can be improved for longer-term attention span, less memory and computation consumption, RL task solving, ...
attention transformers natural-language-processing article
Object Detection for Dummies
We will go through several basic concepts, algorithms, and popular deep learning models for image processing and object detection.
object-detection image-processing convolutional-neural-networks yolo
Attention? Attention!
In this post, we are gonna look into how attention was invented, and various attention mechanisms and models, such as transformer and SNAIL.
attention self-attention pointer-network recurrent-neural-networks

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