@misc{dl3-a03-1, title = {Efficiently Modeling Long Sequences with Structured State Spaces}, author = {Albert Gu and Karan Goel and Christopher Ré}, year = {2021}, url = {https://arxiv.org/abs/2111.00396}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2111.00396}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a03-2, title = {HiPPO: Recurrent Memory with Optimal Polynomial Projections}, author = {Albert Gu and Tri Dao and Stefano Ermon and Atri Rudra and Christopher Re}, year = {2020}, url = {https://arxiv.org/abs/2008.07669}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2008.07669}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a03-3, title = {Mamba: Linear-Time Sequence Modeling with Selective State Spaces}, author = {Albert Gu and Tri Dao}, year = {2023}, url = {https://arxiv.org/abs/2312.00752}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2312.00752}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a03-4, title = {Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality}, author = {Tri Dao and Albert Gu}, year = {2024}, url = {https://arxiv.org/abs/2405.21060}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2405.21060}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a03-5, title = {Hungry Hungry Hippos: Towards Language Modeling with State Space Models}, author = {Daniel Y. Fu and Tri Dao and Khaled K. Saab and Armin W. Thomas and Atri Rudra and Christopher Ré}, year = {2022}, url = {https://arxiv.org/abs/2212.14052}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2212.14052}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a03-6, title = {Zoology: Measuring and Improving Recall in Efficient Language Models}, author = {Simran Arora and Sabri Eyuboglu and Aman Timalsina and Isys Johnson and Michael Poli and James Zou and Atri Rudra and Christopher Ré}, year = {2023}, url = {https://arxiv.org/abs/2312.04927}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2312.04927}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} }