Stable Recurrent Models

25 May 2018

Papers citing "Stable Recurrent Models"

25 / 25 papers shown

Title
Distributed Representations Enable Robust Multi-Timescale Symbolic Computation in Neuromorphic Hardware Madison Cotteret Hugh Greatorex Alpha Renner Junren Chen Emre Neftci Huaqiang Wu Giacomo Indiveri Martin Ziegler Elisabetta Chicca 39 2 0 02 May 2024
Learning Hybrid Dynamics Models With Simulator-Informed Latent States K. Ensinger Sebastian Ziesche Sebastian Trimpe 37 1 0 06 Sep 2023
Fading memory as inductive bias in residual recurrent networks I. Dubinin Felix Effenberger 43 4 0 27 Jul 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 90 562 0 22 May 2023
Learning Over Contracting and Lipschitz Closed-Loops for Partially-Observed Nonlinear Systems (Extended Version) Nicholas H. Barbara Ruigang Wang I. Manchester 16 3 0 12 Apr 2023
Homotopy-based training of NeuralODEs for accurate dynamics discovery Joon-Hyuk Ko Hankyul Koh Nojun Park W. Jhe 46 9 0 04 Oct 2022
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases James Harrison Luke Metz Jascha Narain Sohl-Dickstein 47 22 0 22 Sep 2022
Robustness Analysis of Classification Using Recurrent Neural Networks with Perturbed Sequential Input Guangyi Liu Arash A. Amini Martin Takáč N. Motee 26 4 0 10 Mar 2022
Stable Long-Term Recurrent Video Super-Resolution Benjamin Naoto Chiche Arnaud Woiselle J. Frontera-Pons Jean-Luc Starck SupR 30 6 0 16 Dec 2021
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs Mohammad Wardat Breno Dantas Cruz Wei Le Hridesh Rajan 24 52 0 07 Dec 2021
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks L. Kozachkov Michaela Ennis Jean-Jacques E. Slotine 22 18 0 16 Jun 2021
Almost Surely Stable Deep Dynamics Nathan P. Lawrence Philip D. Loewen M. Forbes Johan U. Backstrom R. Bhushan Gopaluni BDL 40 20 0 26 Mar 2021
Active Deep Learning on Entity Resolution by Risk Sampling Youcef Nafa Qun Chen Zhaoqiang Chen Xingyu Lu Haiyang He Tianyi Duan Zhanhuai Li 10 16 0 23 Dec 2020
Brain-Inspired Learning on Neuromorphic Substrates Friedemann Zenke Emre Neftci 38 87 0 22 Oct 2020
Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection Sagar Verma Nicolas Henwood M. Castella F. Malrait J. Pesquet AI4CE 11 12 0 08 Oct 2020
Concurrent Neural Network : A model of competition between times series Rémy Garnier 16 5 0 30 Sep 2020
On the Iteration Complexity of Hypergradient Computation Riccardo Grazzi Luca Franceschi Massimiliano Pontil Saverio Salzo 48 193 0 29 Jun 2020
Lipschitz Recurrent Neural Networks N. Benjamin Erichson Omri Azencot A. Queiruga Liam Hodgkinson Michael W. Mahoney 30 107 0 22 Jun 2020
Stable and expressive recurrent vision models Drew Linsley A. Ashok L. Govindarajan Rex G Liu Thomas Serre 19 44 0 22 May 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 19 143 0 22 May 2020
Temporal Information Processing on Noisy Quantum Computers Jiayin Chen H. Nurdin N. Yamamoto 11 86 0 26 Jan 2020
Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability Max Revay I. Manchester 14 43 0 22 Dec 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 24 110 0 13 Aug 2019
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias Christopher Aicher N. Foti E. Fox MQ 24 32 0 17 May 2019
A Statistical Investigation of Long Memory in Language and Music Alexander Greaves-Tunnell Zaïd Harchaoui AI4TS 27 24 0 08 Apr 2019