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List of works by Albert Gu

A Kernel Theory of Modern Data Augmentation

scientific article published on 01 June 2019

A two-pronged progress in structured dense matrixvector multiplication

scientific article published on 01 January 2018

Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling ⬇️

scientific article published on 5 March 2024

Diagonal State Spaces are as Effective as Structured State Spaces ⬇️

scientific article published on 27 March 2022

Efficiently Modeling Long Sequences with Structured State Spaces ⬇️

scientific article published on 31 October 2021

From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering ⬇️

scientific article published in November 2020

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models ⬇️

scientific article published on 29 February 2024

HiPPO: Recurrent Memory with Optimal Polynomial Projections ⬇️

scientific article published in November 2020

Learning Compressed Transforms with Low Displacement Rank ⬇️

article published in 2018

Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations

scientific article published on 01 June 2019

Mamba: Linear-Time Sequence Modeling with Selective State Spaces ⬇️

scientific article published on 1 December 2023

No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems ⬇️

scientific article published in November 2020

Representation Tradeoffs for Hyperbolic Embeddings

scientific article published on 01 January 2018

Resurrecting Recurrent Neural Networks for Long Sequences ⬇️

scientific article published on 11 March 2023

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality ⬇️

scientific article published on 31 May 2024

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