Albert Gu

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Albert Gu, Tri Dao · arXiv (Cornell University) · 2023 · 1K citations · Full text

Computing, Computer Engineering, Computer Science +14

Efficiently Modeling Long Sequences with Structured State Spaces

Albert Gu, Karan Goel, Christopher Ré · arXiv (Cornell University) · 2021 · 492 citations · Full text

Computing, Computer Science, Dynamical Systems +14

Representation Tradeoffs for Hyperbolic Embeddings

Christopher De, Albert Gu, Christopher Ré et al. · arXiv (Cornell University) · 2018 · 190 citations · Full text

Computing, Computer Science, Computational Linguistics +16

HiPPO: Recurrent Memory with Optimal Polynomial Projections

Albert Gu, Tri Dao, Stefano Ermon et al. · arXiv (Cornell University) · 2020 · 149 citations · Full text

Computing, Computer Science, Machine Learning +15

Combining Recurrent, Convolutional, and Continuous-time Models with\n Linear State-Space Layers

Albert Gu, Isys Johnson, Karan Goel et al. · arXiv (Cornell University) · 2021 · 143 citations · Full text

Computing, Computer Science, Machine Learning +16