Attention in Neural Networks
In this video, we discuss Attention in neural networks. We go through Soft and hard attention, discuss the architecture with examples. SUBSCRIBE to the channel for more awesome content!
My video on Generative Adversarial Networks: https://www.youtube.com/watch?v=O8LAi6ksC80
My video on Convolution Neural Networks: https://www.youtube.com/watch?v=m8pOnJxOcqY
REFERENCES
Show attend and tell (Image Captioning): https://arxiv.org/pdf/1502.03044.pdf
What is attention: https://blog.heuritech.com/2016/01/20/attention-mechanism/
Attention is all you need: https://arxiv.org/pdf/1706.03762v5.pdf
Nice blog on Attention: http://www.wildml.com/2016/01/attention-and-memory-in-deep-learning-and-nlp/
Feed Forward + Attention can solve problems: https://arxiv.org/pdf/1512.08756.pdf
Teaching Machines to Read and Comprehend: https://arxiv.org/pdf/1506.03340.pdf
Видео Attention in Neural Networks канала CodeEmporium
My video on Generative Adversarial Networks: https://www.youtube.com/watch?v=O8LAi6ksC80
My video on Convolution Neural Networks: https://www.youtube.com/watch?v=m8pOnJxOcqY
REFERENCES
Show attend and tell (Image Captioning): https://arxiv.org/pdf/1502.03044.pdf
What is attention: https://blog.heuritech.com/2016/01/20/attention-mechanism/
Attention is all you need: https://arxiv.org/pdf/1706.03762v5.pdf
Nice blog on Attention: http://www.wildml.com/2016/01/attention-and-memory-in-deep-learning-and-nlp/
Feed Forward + Attention can solve problems: https://arxiv.org/pdf/1512.08756.pdf
Teaching Machines to Read and Comprehend: https://arxiv.org/pdf/1506.03340.pdf
Видео Attention in Neural Networks канала CodeEmporium
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