Representative Task Self-selection for Flexible Clustered Lifelong Learning

6 March 2019

Papers citing "Representative Task Self-selection for Flexible Clustered Lifelong Learning"

22 / 22 papers shown

Title
Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals Anupriya Gogna A. Majumdar Rabab Ward 91 128 0 11 Dec 2019
Lifelong Learning for Sentiment Classification Zhiyuan Chen Nianzu Ma Bing-Quan Liu CLL 48 157 0 09 Jan 2018
Incremental Learning of Object Detectors without Catastrophic Forgetting K. Shmelkov Cordelia Schmid Alahari Karteek ObjD 58 517 0 23 Aug 2017
Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang CLL 81 1,214 0 04 Aug 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 349 2,196 0 25 Jul 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 72 2,684 0 26 Jun 2017
Lifelong Metric Learning Gan Sun Cong Yang Ji Liu Xiaowei Xu OffRL CLL 32 28 0 03 May 2017
Lifelong Learning CRF for Supervised Aspect Extraction Lei Shu Hu Xu Bing-Quan Liu CLL 32 104 0 29 Apr 2017
Encoder Based Lifelong Learning Amal Rannen Triki Rahaf Aljundi Mathew B. Blaschko Tinne Tuytelaars CLL 74 318 0 06 Apr 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World S. Garg Irina Rish Guillermo Cecchi A. Lozano OffRL CLL 106 6 0 22 Jan 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 268 7,410 0 02 Dec 2016
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 93 3,713 0 23 Nov 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 241 4,357 0 29 Jun 2016
Progressive Neural Networks Andrei A. Rusu Neil C. Rabinowitz Guillaume Desjardins Hubert Soyer J. Kirkpatrick Koray Kavukcuoglu Razvan Pascanu R. Hadsell CLL AI4CE 46 2,427 0 15 Jun 2016
A Deep Hierarchical Approach to Lifelong Learning in Minecraft Chen Tessler Shahar Givony Tom Zahavy D. Mankowitz Shie Mannor CLL 110 378 0 25 Apr 2016
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 241 19,523 0 09 Mar 2015
Curriculum Learning of Multiple Tasks Anastasia Pentina V. Sharmanska Christoph H. Lampert 49 243 0 03 Dec 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 189 3,414 0 14 May 2014
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 243 526 0 27 Jun 2012
Multi-Task Feature Learning Via Efficient l2,1-Norm Minimization Jun Liu Shuiwang Ji Jieping Ye 116 729 0 09 May 2012
A Model of Inductive Bias Learning Jonathan Baxter 95 1,210 0 01 Jun 2011
Clustered Multi-Task Learning: A Convex Formulation Laurent Jacob Francis R. Bach Jean-Philippe Vert 101 509 0 11 Sep 2008