Efficiently Modeling Long Sequences with Structured State Spaces

31 October 2021

Papers citing "Efficiently Modeling Long Sequences with Structured State Spaces"

15 / 1,165 papers shown

Title
Path Development Network with Finite-dimensional Lie Group Representation Han Lou Siran Li Hao Ni 23 8 0 02 Apr 2022
Diagonal State Spaces are as Effective as Structured State Spaces Ankit Gupta Albert Gu Jonathan Berant 64 295 0 27 Mar 2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition Vincent Karas M. Tellamekala Adria Mallol-Ragolta Michel Valstar Björn W. Schuller 32 13 0 24 Mar 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 54 32 0 10 Mar 2022
It's Raw! Audio Generation with State-Space Models Karan Goel Albert Gu Chris Donahue Christopher Ré 30 188 0 20 Feb 2022
General-purpose, long-context autoregressive modeling with Perceiver AR Curtis Hawthorne Andrew Jaegle Cătălina Cangea Sebastian Borgeaud C. Nash ... Hannah R. Sheahan Neil Zeghidour Jean-Baptiste Alayrac João Carreira Jesse Engel 43 65 0 15 Feb 2022
Transferable Time-Series Forecasting under Causal Conditional Shift Zijian Li Ruichu Cai T. Fu Zhifeng Hao Kun Zhang TTA OOD AI4TS 33 23 0 05 Nov 2021
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes David W. Romero Robert-Jan Bruintjes Jakub M. Tomczak Erik J. Bekkers Mark Hoogendoorn Jan van Gemert 89 82 0 15 Oct 2021
Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network Yichen Zhu Bo Jiang Haiming Jin Mengtian Zhang Feng Gao Jianqiang Huang Tao Lin Xinbing Wang GNN AI4TS 45 5 0 05 Oct 2021
Closed-form Continuous-time Neural Models Ramin Hasani Mathias Lechner Alexander Amini Lucas Liebenwein Aaron Ray Max Tschaikowski G. Teschl Daniela Rus PINN AI4TS 69 86 0 25 Jun 2021
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks L. Kozachkov Michaela Ennis Jean-Jacques E. Slotine 27 18 0 16 Jun 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 315 2,626 0 04 May 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 39 40 0 06 Apr 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 177 2,347 0 14 Dec 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 123 1,109 0 14 Sep 2020