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[R] The Annotated S4: Efficiently Modeling Long Sequences with Structured State Spaces
Jan. 16, 2022, 5:54 p.m. | /u/jwuphysics
Machine Learning www.reddit.com
Blog post: https://srush.github.io/annotated-s4/
Original paper: https://arxiv.org/abs/2111.00396
This is a blog post that introduces a recent model called S4: (Structured State Space for Sequence Modeling). It is somewhat different from most previous architectures such as CNNs, Transformers, etc, and this work seeks to explain the model using code examples and figures.
Here's the first paragraph of the post:
The Structured State Space for Sequence Modeling (S4) architecture is a new approach to very long-range sequence modeling …
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