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Progressive Neural Networks

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Progressive Neural Networks

15 June 2016

Neil C. Rabinowitz

Guillaume Desjardins

Koray Kavukcuoglu

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Papers citing "Progressive Neural Networks"

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iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 626 4,323 0 23 Nov 2016
Expert Gate: Lifelong Learning with a Network of Experts Rahaf Aljundi Punarjay Chakravarty Tinne Tuytelaars CLL 294 721 0 18 Nov 2016
RL $^2$ : Fast Reinforcement Learning via Slow Reinforcement Learning Yan Duan John Schulman Xi Chen Peter L. Bartlett Ilya Sutskever Pieter Abbeel OffRL 273 1,093 0 09 Nov 2016
Differentiable Programs with Neural Libraries Alexander L. Gaunt Marc Brockschmidt Nate Kushman Daniel Tarlow 208 75 0 07 Nov 2016
Beyond Fine Tuning: A Modular Approach to Learning on Small Data Ark Anderson Kyle Shaffer A. Yankov Court D. Corley Nathan Oken Hodas 133 15 0 06 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 435 585 0 05 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 233 12 0 01 Nov 2016
Towards a continuous modeling of natural language domains Sebastian Ruder Parsa Ghaffari J. Breslin 72 9 0 28 Oct 2016
A Growing Long-term Episodic & Semantic Memory Marc Pickett Rami Al-Rfou L. Shao Chris Tar OffRL CLL KELM 96 10 0 20 Oct 2016
Sim-to-Real Robot Learning from Pixels with Progressive NetsConference on Robot Learning (CoRL), 2016 Andrei A. Rusu Matej Vecerík Thomas Rothörl N. Heess Razvan Pascanu R. Hadsell 290 549 0 13 Oct 2016
Learning Modular Neural Network Policies for Multi-Task and Multi-Robot Transfer Coline Devin Abhishek Gupta Trevor Darrell Pieter Abbeel Sergey Levine OffRL 171 422 0 22 Sep 2016
3D Simulation for Robot Arm Control with Deep Q-Learning Stephen James Edward Johns 227 110 0 13 Sep 2016
Learning without ForgettingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 Zhizhong Li Derek Hoiem CLL OOD SSL 1.0K 5,074 0 29 Jun 2016
A Deep Hierarchical Approach to Lifelong Learning in Minecraft Chen Tessler Shahar Givony Tom Zahavy D. Mankowitz Shie Mannor CLL 332 393 0 25 Apr 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 214 463 0 21 Mar 2016
Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from multiple sources in the same domain Janarthanan Rajendran A. Srinivas Mitesh M. Khapra Prasanna Parthasarathi Balaraman Ravindran 129 54 0 10 Oct 2015