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1606.04671
Cited By

Progressive Neural Networks

v1v2v3v4 (latest)

Progressive Neural Networks

15 June 2016

Neil C. Rabinowitz

Guillaume Desjardins

Koray Kavukcuoglu

ArXiv (abs)PDF HTML

Papers citing "Progressive Neural Networks"

50 / 1,517 papers shown

Online Structured Laplace Approximations For Overcoming Catastrophic
Forgetting

Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting

Aleksandar Botev

250

362

0

20 May 2018

Progress & Compress: A scalable framework for continual learning

Progress & Compress: A scalable framework for continual learning

Jonathan Richard Schwarz

Jelena Luketina

Wojciech M. Czarnecki

A. Grabska-Barwinska

491

964

0

16 May 2018

Network Transplanting

Network Transplanting

141

5

0

26 Apr 2018

The Limits and Potentials of Deep Learning for Robotics

The Limits and Potentials of Deep Learning for Robotics

Niko Sünderhauf

Walter J. Scheirer

...

Pieter Abbeel

Wolfram Burgard

Michael Milford

244

547

0

18 Apr 2018

Gotta Learn Fast: A New Benchmark for Generalization in RL

Gotta Learn Fast: A New Benchmark for Generalization in RL

Christopher Hesse

184

183

0

10 Apr 2018

Learning to Run challenge solutions: Adapting reinforcement learning
methods for neuromusculoskeletal environments

Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments

Sharada Mohanty

Carmichael F. Ong

Zhewei Huang

Shuchang Zhou

...

Sean F. Carroll

187

95

0

02 Apr 2018

HOUDINI: Lifelong Learning as Program Synthesis

HOUDINI: Lifelong Learning as Program Synthesis

Dipak Chaudhari

Akash Srivastava

Swarat Chaudhuri

253

85

0

31 Mar 2018

Reusing Neural Speech Representations for Auditory Emotion Recognition

Reusing Neural Speech Representations for Auditory Emotion Recognition

102

35

0

30 Mar 2018

End-to-End Multi-Task Learning with Attention

End-to-End Multi-Task Learning with Attention

Andrew J. Davison

266

1,241

0

28 Mar 2018

Task Agnostic Continual Learning Using Online Variational Bayes

Task Agnostic Continual Learning Using Online Variational Bayes

353

124

0

27 Mar 2018

Efficient parametrization of multi-domain deep neural networks

Efficient parametrization of multi-domain deep neural networks

Sylvestre-Alvise Rebuffi

Andrea Vedaldi

192

381

0

27 Mar 2018

Composable Deep Reinforcement Learning for Robotic Manipulation

Composable Deep Reinforcement Learning for Robotic Manipulation

Tuomas Haarnoja

Vitchyr H. Pong

Pieter Abbeel

258

244

0

19 Mar 2018

Kinematic Morphing Networks for Manipulation Skill Transfer

Kinematic Morphing Networks for Manipulation Skill Transfer

70

5

0

05 Mar 2018

SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary
Time Series Prediction

SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction

Arief B. Koesdwiady

98

1

0

04 Mar 2018

Some Considerations on Learning to Explore via Meta-Reinforcement
Learning

Some Considerations on Learning to Explore via Meta-Reinforcement Learning

Bradly C. Stadie

Pieter Abbeel

189

122

0

03 Mar 2018

Selective Experience Replay for Lifelong Learning

Selective Experience Replay for Lifelong LearningAAAI Conference on Artificial Intelligence (AAAI), 2018

200

513

0

28 Feb 2018

Reinforcement and Imitation Learning for Diverse Visuomotor Skills

Reinforcement and Imitation Learning for Diverse Visuomotor Skills

...

S. Tunyasuvunakool

Nando de Freitas

357

333

0

26 Feb 2018

One Big Net For Everything

One Big Net For Everything

Jürgen Schmidhuber

157

34

0

24 Feb 2018

SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural
Networks by Selective Network Augmentation

SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation

Abel S. Zacarias

Luís A. Alexandre

122

13

0

22 Feb 2018

Continual Reinforcement Learning with Complex Synapses

Continual Reinforcement Learning with Complex Synapses

Christos Kaplanis

Murray Shanahan

Claudia Clopath

136

96

0

20 Feb 2018

Tree-CNN: A Hierarchical Deep Convolutional Neural Network for
Incremental Learning

Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning

Priyadarshini Panda

246

229

0

15 Feb 2018

Progressive Reinforcement Learning with Distillation for Multi-Skilled
Motion Control

Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control

M. van de Panne

125

57

0

13 Feb 2018

State Representation Learning for Control: An Overview

State Representation Learning for Control: An Overview

Timothée Lesort

Natalia Díaz Rodríguez

Jean-François Goudou

339

347

0

12 Feb 2018

Deep Visual Domain Adaptation: A Survey

Deep Visual Domain Adaptation: A Survey

446

2,187

0

10 Feb 2018

IMPALA: Scalable Distributed Deep-RL with Importance Weighted
Actor-Learner Architectures

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures

...

Koray Kavukcuoglu

671

1,744

0

05 Feb 2018

Multi-task Learning for Continuous Control

Multi-task Learning for Continuous Control

150

13

0

03 Feb 2018

Riemannian Walk for Incremental Learning: Understanding Forgetting and
Intransigence

Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence

Arslan Chaudhry

Thalaiyasingam Ajanthan

559

1,299

0

30 Jan 2018

Piggyback: Adapting a Single Network to Multiple Tasks by Learning to
Mask Weights

Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

Svetlana Lazebnik

287

36

0

19 Jan 2018

Deep Learning for Electromyographic Hand Gesture Signal Classification
Using Transfer Learning

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

Ulysse Côté-Allard

Alexandre Drouin

Alexandre Campeau-Lecours

François Laviolette

Benoit Gosselin

257

616

0

10 Jan 2018

Overcoming catastrophic forgetting with hard attention to the task

Overcoming catastrophic forgetting with hard attention to the task

Alexandros Karatzoglou

605

1,209

0

04 Jan 2018

Toward Continual Learning for Conversational Agents

Toward Continual Learning for Conversational Agents

224

41

0

28 Dec 2017

Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations
and Continuous Control

Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control

147

41

0

08 Dec 2017

Incremental Learning in Deep Convolutional Neural Networks Using Partial
Network Sharing

Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

Syed Shakib Sarwar

274

118

0

07 Dec 2017

Transferring Autonomous Driving Knowledge on Simulated and Real
Intersections

Transferring Autonomous Driving Knowledge on Simulated and Real Intersections

84

23

0

30 Nov 2017

Block Neural Network Avoids Catastrophic Forgetting When Learning
Multiple Task

Block Neural Network Avoids Catastrophic Forgetting When Learning Multiple Task

Guglielmo Montone

54

0

0

28 Nov 2017

Gradual Tuning: a better way of Fine Tuning the parameters of a Deep
Neural Network

Gradual Tuning: a better way of Fine Tuning the parameters of a Deep Neural Network

Guglielmo Montone

43

6

0

28 Nov 2017

Memory Aware Synapses: Learning what (not) to forget

Memory Aware Synapses: Learning what (not) to forget

Mohamed Elhoseiny

Marcus Rohrbach

Tinne Tuytelaars

349

1,863

0

27 Nov 2017

Cascade Attribute Learning Network

Cascade Attribute Learning Network

Haonan Chang

Masayoshi Tomizuka

91

4

0

24 Nov 2017

Modular Continual Learning in a Unified Visual Environment

Modular Continual Learning in a Unified Visual Environment

Kevin T. Feigelis

Daniel L. K. Yamins

90

0

0

20 Nov 2017

Scalable Recollections for Continual Lifelong Learning

Scalable Recollections for Continual Lifelong Learning

Matthew D Riemer

Djallel Bouneffouf

M. Franceschini

270

73

0

17 Nov 2017

Memory Based Online Learning of Deep Representations from Video Streams

Memory Based Online Learning of Deep Representations from Video Streams

130

31

0

17 Nov 2017

Less-forgetful Learning for Domain Expansion in Deep Neural Networks

Less-forgetful Learning for Domain Expansion in Deep Neural Networks

102

77

0

16 Nov 2017

PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

Svetlana Lazebnik

423

1,472

0

15 Nov 2017

Building machines that adapt and compute like brains

Building machines that adapt and compute like brains

Brenden M. Lake

AI4CE FedML NAI AILaw

480

871

0

11 Nov 2017

Just ASK: Building an Architecture for Extensible Self-Service Spoken
Language Understanding

Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding

Björn Hoffmeister

...

Denis Filiminov

Christian Monson

290

68

0

01 Nov 2017

Avoiding Your Teacher's Mistakes: Training Neural Networks with
Controlled Weak Supervision

Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision

Mostafa Dehghani

Aliaksei Severyn

281

42

0

01 Nov 2017

Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer
Ordering

Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering

Elliot Meyerson

Risto Miikkulainen

252

98

0

31 Oct 2017

Multi-Task Learning by Deep Collaboration and Application in Facial
Landmark Detection

Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection

Ludovic Trottier

Philippe Giguère

176

13

0

28 Oct 2017

Deep Generative Dual Memory Network for Continual Learning

Deep Generative Dual Memory Network for Continual Learning

238

160

0

28 Oct 2017

Generalization Tower Network: A Novel Deep Neural Network Architecture
for Multi-Task Learning

Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning

199

3

0

27 Oct 2017

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