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Task Agnostic Continual Learning via Meta Learning

Task Agnostic Continual Learning via Meta Learning

12 June 2019
Xu He
Jakub Sygnowski
Alexandre Galashov
Andrei A. Rusu
Yee Whye Teh
Razvan Pascanu
    OODCLLFedML
ArXiv (abs)PDFHTML

Papers citing "Task Agnostic Continual Learning via Meta Learning"

16 / 66 papers shown
Task Agnostic Continual Learning Using Online Variational Bayes with
  Fixed-Point Updates
Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point UpdatesNeural Computation (Neural Comput.), 2020
Chen Zeno
Itay Golan
Elad Hoffer
Daniel Soudry
OODFedML
263
49
0
01 Oct 2020
ARCADe: A Rapid Continual Anomaly Detector
ARCADe: A Rapid Continual Anomaly DetectorInternational Conference on Pattern Recognition (ICPR), 2020
A. Frikha
Denis Krompass
Volker Tresp
231
11
0
10 Aug 2020
Gradient-based Editing of Memory Examples for Online Task-free Continual
  Learning
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning
Xisen Jin
Arka Sadhu
Junyi Du
Xiang Ren
CLLKELMBDL
313
112
0
27 Jun 2020
Continual Learning in Recurrent Neural Networks
Continual Learning in Recurrent Neural Networks
Benjamin Ehret
Christian Henning
Maria R. Cervera
Alexander Meulemans
J. Oswald
Benjamin Grewe
CLL
190
10
0
22 Jun 2020
Understanding the Role of Training Regimes in Continual Learning
Understanding the Role of Training Regimes in Continual LearningNeural Information Processing Systems (NeurIPS), 2020
Seyed Iman Mirzadeh
Mehrdad Farajtabar
Razvan Pascanu
H. Ghasemzadeh
CLL
253
263
0
12 Jun 2020
Continual Representation Learning for Biometric Identification
Continual Representation Learning for Biometric Identification
Bo Zhao
Weizhen He
Dapeng Chen
Hakan Bilen
Rui Zhao
CLL
265
47
0
08 Jun 2020
Addressing Catastrophic Forgetting in Few-Shot Problems
Addressing Catastrophic Forgetting in Few-Shot ProblemsInternational Conference on Machine Learning (ICML), 2020
Pauching Yap
H. Ritter
David Barber
CLLBDL
339
20
0
30 Apr 2020
Online Fast Adaptation and Knowledge Accumulation: a New Approach to
  Continual Learning
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning
Massimo Caccia
Pau Rodríguez López
O. Ostapenko
Fabrice Normandin
Min Lin
...
I. Laradji
Irina Rish
Alexande Lacoste
David Vazquez
Laurent Charlin
CLLKELM
307
68
0
12 Mar 2020
Continuous Meta-Learning without Tasks
Continuous Meta-Learning without TasksNeural Information Processing Systems (NeurIPS), 2019
James Harrison
Apoorva Sharma
Chelsea Finn
Marco Pavone
CLLOOD
293
80
0
18 Dec 2019
Continual Learning with Adaptive Weights (CLAW)
Continual Learning with Adaptive Weights (CLAW)International Conference on Learning Representations (ICLR), 2019
T. Adel
Han Zhao
Richard Turner
CLL
192
79
0
21 Nov 2019
Orthogonal Gradient Descent for Continual Learning
Orthogonal Gradient Descent for Continual LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019
Mehrdad Farajtabar
Navid Azizan
Alex Mott
Ang Li
CLL
672
440
0
15 Oct 2019
Continual Learning in Neural Networks
Continual Learning in Neural Networks
Rahaf Aljundi
CLL
195
42
0
07 Oct 2019
Meta-learnt priors slow down catastrophic forgetting in neural networks
Meta-learnt priors slow down catastrophic forgetting in neural networks
G. Spigler
CLL
105
11
0
09 Sep 2019
Subjectivity Learning Theory towards Artificial General Intelligence
Subjectivity Learning Theory towards Artificial General Intelligence
Xin Su
Shangqi Guo
Feng Chen
AI4CE
136
2
0
09 Sep 2019
Continual learning with hypernetworks
Continual learning with hypernetworksInternational Conference on Learning Representations (ICLR), 2019
J. Oswald
Christian Henning
Benjamin Grewe
João Sacramento
CLL
408
391
0
03 Jun 2019
Self-Net: Lifelong Learning via Continual Self-Modeling
Self-Net: Lifelong Learning via Continual Self-Modeling
Blake Camp
J. Mandivarapu
Rolando Estrada
CLLSSL
165
18
0
25 May 2018
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