Elephant Neural Networks: Born to Be a Continual Learner

2 October 2023

Papers citing "Elephant Neural Networks: Born to Be a Continual Learner"

12 / 12 papers shown

Title
Hard ASH: Sparsity and the right optimizer make a continual learner Santtu Keskinen CLL 37 1 0 26 Apr 2024
Online Reinforcement Learning in Non-Stationary Context-Driven Environments Pouya Hamadanian Arash Nasr-Esfahany Malte Schwarzkopf Siddartha Sen MohammadIman Alizadeh CLL OffRL 40 0 0 04 Feb 2023
Modular Lifelong Reinforcement Learning via Neural Composition Jorge Armando Mendez Mendez H. V. Seijen Eric Eaton OffRL KELM CLL 70 38 0 01 Jul 2022
Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation Qingfeng Lan Yangchen Pan Jun-Jie Luo A. R. Mahmood OffRL 24 6 0 22 May 2022
Architecture Matters in Continual Learning Seyed Iman Mirzadeh Arslan Chaudhry Dong Yin Timothy Nguyen Razvan Pascanu Dilan Görür Mehrdad Farajtabar OOD KELM 111 58 0 01 Feb 2022
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 214 402 0 24 Jan 2022
Functional Regularization for Reinforcement Learning via Learned Fourier Features Alexander C. Li Deepak Pathak 40 16 0 06 Dec 2021
Algorithmic insights on continual learning from fruit flies Yang Shen S. Dasgupta Saket Navlakha 29 13 0 15 Jul 2021
CLeaR: An Adaptive Continual Learning Framework for Regression Tasks Yujiang He Bernhard Sick CLL 49 38 0 04 Jan 2021
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 178 1,027 0 06 Mar 2020
Selfless Sequential Learning Rahaf Aljundi Marcus Rohrbach Tinne Tuytelaars CLL 26 114 0 14 Jun 2018
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,190 0 01 Sep 2014