Online learning of long-range dependencies

Online learning of long-range dependencies

25 May 2023

Nicolas Zucchet

João Sacramento

Papers citing "Online learning of long-range dependencies"

14 / 14 papers shown

Title
Streaming Deep Reinforcement Learning Finally Works Mohamed Elsayed G. Vasan A. R. Mahmood OffRL 50 4 0 18 Oct 2024
A Unified Framework for Neural Computation and Learning Over Time S. Melacci Alessandro Betti Michele Casoni Tommaso Guidi Matteo Tiezzi Marco Gori AI4TS 30 0 0 18 Sep 2024
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning Esraa Elelimy Adam White Michael Bowling Martha White OffRL 40 2 0 02 Sep 2024
Recurrent neural networks: vanishing and exploding gradients are not the end of the story Nicolas Zucchet Antonio Orvieto ODL AAML 45 9 0 31 May 2024
Backpropagation through space, time, and the brain B. Ellenberger Paul Haider Jakob Jordan Kevin Max Ismael Jaras Laura Kriener Federico Benitez Mihai A. Petrovici 133 8 0 25 Mar 2024
On the low-shot transferability of [V]-Mamba Diganta Misra Jay Gala Antonio Orvieto Mamba 50 1 0 15 Mar 2024
Respiratory motion forecasting with online learning of recurrent neural networks for safety enhancement in externally guided radiotherapy Michel Pohl Mitsuru Uesaka Hiroyuki Takahashi K. Demachi R. B. Chhatkuli 32 2 0 03 Mar 2024
On the Resurgence of Recurrent Models for Long Sequences -- Survey and Research Opportunities in the Transformer Era Matteo Tiezzi Michele Casoni Alessandro Betti Tommaso Guidi Marco Gori S. Melacci 27 9 0 12 Feb 2024
Nature-Inspired Local Propagation Alessandro Betti Marco Gori AI4CE 28 0 0 04 Feb 2024
Real-Time Recurrent Reinforcement Learning Julian Lemmel Radu Grosu 34 2 0 08 Nov 2023
Gated recurrent neural networks discover attention Nicolas Zucchet Seijin Kobayashi Yassir Akram J. Oswald Maxime Larcher Angelika Steger João Sacramento 36 8 0 04 Sep 2023
Fading memory as inductive bias in residual recurrent networks I. Dubinin Felix Effenberger 43 4 0 27 Jul 2023
Exploring the Promise and Limits of Real-Time Recurrent Learning Kazuki Irie Anand Gopalakrishnan Jürgen Schmidhuber 32 15 0 30 May 2023
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 88 268 0 11 Mar 2023