Attention and Augmented Recurrent Neural Networks
Interesting for visual animations, it is a nice intro to attention mechanisms as an example.
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- 2026-10-10
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Show, Attend and Tell: Neural Image Caption Generation with Visual Attention arxiv.org
LSTMs' attention mechanisms on CNNs feature maps does wonders.
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Attention Is All You Need arxiv.org
(AIAYN) - Introducing multi-head self-attention neural networks with positional encoding to do sentence-level NLP without any RNN nor CNN - this paper is a must-read (also see this explanation and this visualization of the paper).
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Effective Approaches to Attention-based Neural Machine Translation arxiv.org
Exploring different approaches to attention mechanisms.
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Attention Mechanisms in Recurrent Neural Networks (RNNs) - IGGG youtube.com
A talk for a reading group on attention mechanisms (Paper: Neural Machine Translation by Jointly Learning to Align and Translate).
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Neural Machine Translation and Sequence-to-sequence Models: A Tutorial arxiv.org
Interesting overview of the subject of NMT, I mostly read part 8 about RNNs with attention as a refresher.
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Pixel Recurrent Neural Networks arxiv.org
Nice for photoshop-like "content aware fill" to fill missing patches in images.
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