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1606.04671
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Progressive Neural Networks
15 June 2016
Andrei A. Rusu
Neil C. Rabinowitz
Guillaume Desjardins
Hubert Soyer
J. Kirkpatrick
Koray Kavukcuoglu
Razvan Pascanu
R. Hadsell
CLL
AI4CE
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Papers citing
"Progressive Neural Networks"
16 / 1,516 papers shown
iCaRL: Incremental Classifier and Representation Learning
Sylvestre-Alvise Rebuffi
Alexander Kolesnikov
G. Sperl
Christoph H. Lampert
CLL
OOD
666
4,346
0
23 Nov 2016
Expert Gate: Lifelong Learning with a Network of Experts
Rahaf Aljundi
Punarjay Chakravarty
Tinne Tuytelaars
CLL
299
724
0
18 Nov 2016
RL
2
^2
2
: Fast Reinforcement Learning via Slow Reinforcement Learning
Yan Duan
John Schulman
Xi Chen
Peter L. Bartlett
Ilya Sutskever
Pieter Abbeel
OffRL
303
1,097
0
09 Nov 2016
Differentiable Programs with Neural Libraries
Alexander L. Gaunt
Marc Brockschmidt
Nate Kushman
Daniel Tarlow
212
77
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
140
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
243
12
0
01 Nov 2016
Towards a continuous modeling of natural language domains
Sebastian Ruder
Parsa Ghaffari
J. Breslin
77
9
0
28 Oct 2016
A Growing Long-term Episodic & Semantic Memory
Marc Pickett
Rami Al-Rfou
L. Shao
Chris Tar
OffRL
CLL
KELM
104
10
0
20 Oct 2016
Sim-to-Real Robot Learning from Pixels with Progressive Nets
Conference on Robot Learning (CoRL), 2016
Andrei A. Rusu
Matej Vecerík
Thomas Rothörl
N. Heess
Razvan Pascanu
R. Hadsell
311
552
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
178
425
0
22 Sep 2016
3D Simulation for Robot Arm Control with Deep Q-Learning
Stephen James
Edward Johns
235
110
0
13 Sep 2016
Learning without Forgetting
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
Zhizhong Li
Derek Hoiem
CLL
OOD
SSL
1.0K
5,096
0
29 Jun 2016
A Deep Hierarchical Approach to Lifelong Learning in Minecraft
Chen Tessler
Shahar Givony
Tom Zahavy
D. Mankowitz
Shie Mannor
CLL
349
394
0
25 Apr 2016
Beyond Sharing Weights for Deep Domain Adaptation
Artem Rozantsev
Mathieu Salzmann
Pascal Fua
216
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
149
54
0
10 Oct 2015
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