Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning

16 July 2020

Papers citing "Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning"

9 / 9 papers shown

Title
Learning to Continually Learn Shawn L. E. Beaulieu Lapo Frati Thomas Miconi Joel Lehman Kenneth O. Stanley Jeff Clune Nick Cheney KELM CLL 71 147 0 21 Feb 2020
Meta-Learning Representations for Continual Learning Khurram Javed Martha White KELM CLL 70 318 0 29 May 2019
Generative replay with feedback connections as a general strategy for continual learning Gido M. van de Ven A. Tolias CLL KELM 63 226 0 27 Sep 2018
Towards Robust Evaluations of Continual Learning Sebastian Farquhar Y. Gal CLL 60 305 0 24 May 2018
Progress & Compress: A scalable framework for continual learning Jonathan Richard Schwarz Jelena Luketina Wojciech M. Czarnecki A. Grabska-Barwinska Yee Whye Teh Razvan Pascanu R. Hadsell CLL 97 877 0 16 May 2018
Differentiable plasticity: training plastic neural networks with backpropagation Thomas Miconi Jeff Clune Kenneth O. Stanley AI4CE 54 152 0 06 Apr 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 196 8,807 0 25 Aug 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 288 7,410 0 02 Dec 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 245 4,357 0 29 Jun 2016