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Mamba: Linear-Time Sequence Modeling with Selective State Spaces, and . (2023)ButterflyFlow: Building Invertible Layers with Butterfly Matrices., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 15360-15375. PMLR, (2022)Catformer: Designing Stable Transformers via Sensitivity Analysis., , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2489-2499. PMLR, (2021)Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality., and . CoRR, (2024)Mamba: Linear-Time Sequence Modeling with Selective State Spaces, and . (2024)Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps., , , , , , , and . CoRR, (2020)Learning Invariance with Compact Transforms., , , , and . ICLR (Workshop), OpenReview.net, (2018)A Kernel Theory of Modern Data Augmentation., , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1528-1537. PMLR, (2019)Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees., , , , , , , and . NeurIPS, (2022)On the Downstream Performance of Compressed Word Embeddings., , , and . NeurIPS, page 11782-11793. (2019)