Progress & Compress: A scalable framework for continual learning

Progress & Compress: A scalable framework for continual learning

16 May 2018

Jonathan Richard Schwarz

Jelena Luketina

Wojciech M. Czarnecki

A. Grabska-Barwinska

Papers citing "Progress & Compress: A scalable framework for continual learning"

12 / 212 papers shown

Title
Scalable and Order-robust Continual Learning with Additive Parameter Decomposition Jaehong Yoon Saehoon Kim Eunho Yang Sung Ju Hwang CLL 37 176 0 25 Feb 2019
Learning and Evaluating General Linguistic Intelligence Dani Yogatama Cyprien de Masson dÁutume Jerome T. Connor Tomás Kociský Mike Chrzanowski ... Angeliki Lazaridou Wang Ling Lei Yu Chris Dyer Phil Blunsom ELM AI4CE 33 209 0 31 Jan 2019
Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting C. Atkinson B. McCane Lech Szymanski Anthony Robins VLM CLL 13 102 0 06 Dec 2018
Efficient Lifelong Learning with A-GEM Arslan Chaudhry MarcÁurelio Ranzato Marcus Rohrbach Mohamed Elhoseiny CLL 114 1,428 0 02 Dec 2018
Generalization and Regularization in DQN Jesse Farebrother Marlos C. Machado Michael Bowling 36 204 0 29 Sep 2018
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies Alessandro Achille Tom Eccles Loic Matthey Christopher P. Burgess Nicholas Watters Alexander Lerchner I. Higgins BDL 40 119 0 20 Aug 2018
On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Hoang Thanh-Tung T. Tran GAN 21 58 0 11 Jul 2018
Self-Net: Lifelong Learning via Continual Self-Modeling Blake Camp J. Mandivarapu Rolando Estrada CLL SSL 27 16 0 25 May 2018
Towards Robust Evaluations of Continual Learning Sebastian Farquhar Y. Gal CLL 30 305 0 24 May 2018
Network Transplanting Quanshi Zhang Yu Yang Ying Nian Wu Song-Chun Zhu OOD 16 5 0 26 Apr 2018
HOUDINI: Lifelong Learning as Program Synthesis Lazar Valkov Dipak Chaudhari Akash Srivastava Charles Sutton Swarat Chaudhuri 24 79 0 31 Mar 2018
Overcoming Catastrophic Interference by Conceptors Xu He H. Jaeger BDL 31 13 0 16 Jul 2017