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2010.00373
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Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point Updates
1 October 2020
Chen Zeno
Itay Golan
Elad Hoffer
Daniel Soudry
OOD
FedML
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Papers citing
"Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point Updates"
37 / 37 papers shown
Title
Measurement-aligned Flow for Inverse Problem
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Rob Brekelmans
Yunshu Wu
Greg Ver Steeg
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13 Jun 2025
Autoencoder-Based Hybrid Replay for Class-Incremental Learning
Milad Khademi Nori
Il-Min Kim
Guanghui Wang
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150
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0
09 May 2025
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings
Milad Khademi Nori
Il-Min Kim
CLL
75
3
0
28 Oct 2024
Variational Bayes for Federated Continual Learning
Dezhong Yao
Sanmu Li
Yutong Dai
Zhiqiang Xu
Shengshan Hu
Peilin Zhao
Lichao Sun
FedML
87
1
0
23 May 2024
Continual Learning on Graphs: A Survey
Zonggui Tian
Duanhao Zhang
Hong-Ning Dai
105
5
0
09 Feb 2024
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning
Alex Gomez-Villa
Bartlomiej Twardowski
Kai Wang
Joost van de Weijer
SSL
CLL
74
9
0
12 Sep 2023
Continual Learning with Pretrained Backbones by Tuning in the Input Space
Simone Marullo
Matteo Tiezzi
Marco Gori
S. Melacci
Tinne Tuytelaars
CLL
56
2
0
05 Jun 2023
Low-rank extended Kalman filtering for online learning of neural networks from streaming data
Peter Chang
Gerardo Duran-Martín
Alexander Y. Shestopaloff
Matt Jones
Kevin P. Murphy
BDL
116
20
0
31 May 2023
Artificial intelligence to advance Earth observation: a perspective
D. Tuia
Konrad Schindler
Begüm Demir
Gustau Camps-Valls
Xiao Xiang Zhu
...
Mihai Datcu
Jorge-Arnulfo Quiané-Ruiz
Volker Markl
Bertrand Le Saux
Rochelle Schneider
122
12
0
15 May 2023
The Ideal Continual Learner: An Agent That Never Forgets
Liangzu Peng
Paris V. Giampouras
René Vidal
CLL
183
30
0
29 Apr 2023
Computationally Budgeted Continual Learning: What Does Matter?
Ameya Prabhu
Hasan Hammoud
P. Dokania
Philip Torr
Ser-Nam Lim
Guohao Li
Adel Bibi
CLL
81
64
0
20 Mar 2023
Statistical mechanics of continual learning: variational principle and mean-field potential
Chan Li
Zhenye Huang
Wenxuan Zou
Haiping Huang
102
5
0
06 Dec 2022
How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition
Jorge Armando Mendez Mendez
Eric Eaton
KELM
CLL
123
29
0
15 Jul 2022
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning
C. Steinparz
Thomas Schmied
Fabian Paischer
Marius-Constantin Dinu
Vihang Patil
Angela Bitto-Nemling
Hamid Eghbalzadeh
Sepp Hochreiter
CLL
97
12
0
12 Jul 2022
Online Continual Learning of End-to-End Speech Recognition Models
Muqiao Yang
Ian Lane
Shinji Watanabe
CLL
62
25
0
11 Jul 2022
Lifelong Wandering: A realistic few-shot online continual learning setting
Mayank Lunayach
James Smith
Z. Kira
CLL
62
3
0
16 Jun 2022
Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations
Ali Hummos
CLL
80
11
0
24 May 2022
How catastrophic can catastrophic forgetting be in linear regression?
Itay Evron
E. Moroshko
Rachel A. Ward
Nati Srebro
Daniel Soudry
CLL
81
54
0
19 May 2022
Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework
Gehui Shen
Shibo Jie
Ziheng Li
Zhi-Hong Deng
CLL
25
0
0
19 May 2022
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
Zifeng Wang
Zizhao Zhang
Sayna Ebrahimi
Ruoxi Sun
Han Zhang
...
Xiaoqi Ren
Guolong Su
Vincent Perot
Jennifer Dy
Tomas Pfister
CLL
VLM
VPVLM
134
506
0
10 Apr 2022
Continual Learning with Invertible Generative Models
Jary Pomponi
Simone Scardapane
A. Uncini
BDL
96
4
0
11 Feb 2022
Learning where to learn: Gradient sparsity in meta and continual learning
J. Oswald
Dominic Zhao
Seijin Kobayashi
Simon Schug
Massimo Caccia
Nicolas Zucchet
João Sacramento
CLL
75
48
0
27 Oct 2021
Prototype-Guided Memory Replay for Continual Learning
Stella Ho
Ming Liu
Lan Du
Longxiang Gao
Yong Xiang
CLL
67
32
0
28 Aug 2021
Continual Learning with Neuron Activation Importance
Sohee Kim
Seungkyu Lee
CLL
50
2
0
27 Jul 2021
Continual Novelty Detection
Rahaf Aljundi
Daniel Olmeda Reino
N. Chumerin
Richard Turner
43
12
0
24 Jun 2021
Layerwise Optimization by Gradient Decomposition for Continual Learning
Shixiang Tang
Dapeng Chen
Jinguo Zhu
Shijie Yu
Wanli Ouyang
CLL
77
65
0
17 May 2021
Posterior Meta-Replay for Continual Learning
Christian Henning
Maria R. Cervera
Francesco DÁngelo
J. Oswald
Regina Traber
Benjamin Ehret
Seijin Kobayashi
Benjamin Grewe
João Sacramento
CLL
BDL
115
60
0
01 Mar 2021
Online Continual Learning in Image Classification: An Empirical Survey
Zheda Mai
Ruiwen Li
Jihwan Jeong
David Quispe
Hyunwoo J. Kim
Scott Sanner
VLM
CLL
140
422
0
25 Jan 2021
Preconditioned training of normalizing flows for variational inference in inverse problems
Ali Siahkoohi
G. Rizzuti
M. Louboutin
Philipp A. Witte
Felix J. Herrmann
109
32
0
11 Jan 2021
Better Knowledge Retention through Metric Learning
Ke Li
Shichong Peng
Kailas Vodrahalli
Jitendra Malik
CLL
34
0
0
26 Nov 2020
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization
Yunfei Teng
A. Choromańska
Murray Campbell
Songtao Lu
Parikshit Ram
L. Horesh
CLL
77
2
0
25 Nov 2020
Energy-Based Models for Continual Learning
Shuang Li
Yilun Du
Gido M. van de Ven
Igor Mordatch
91
42
0
24 Nov 2020
Sequential Changepoint Detection in Neural Networks with Checkpoints
Michalis K. Titsias
Jakub Sygnowski
Yutian Chen
BDL
45
11
0
06 Oct 2020
Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams
Matthias De Lange
Tinne Tuytelaars
CLL
91
208
0
02 Sep 2020
Frosting Weights for Better Continual Training
Xiaofeng Zhu
Feng Liu
Goce Trajcevski
Dingding Wang
FedML
AI4CE
CLL
53
5
0
07 Jan 2020
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
Samuel Kessler
Vu Nguyen
S. Zohren
Stephen J. Roberts
BDL
94
25
0
04 Dec 2019
Continual Learning with Adaptive Weights (CLAW)
T. Adel
Han Zhao
Richard Turner
CLL
76
73
0
21 Nov 2019
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