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1812.00420
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Efficient Lifelong Learning with A-GEM
2 December 2018
Arslan Chaudhry
MarcÁurelio Ranzato
Marcus Rohrbach
Mohamed Elhoseiny
CLL
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Papers citing
"Efficient Lifelong Learning with A-GEM"
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229
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M. Kandemir
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256
0
0
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Robust Continual Learning through a Comprehensively Progressive Bayesian Neural Network
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194
3
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221
11
0
22 Feb 2022
Graph Lifelong Learning: A Survey
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Kristen Moore
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239
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Qingsen Yan
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210
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21 Feb 2022
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260
3
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Continual Learning Beyond a Single Model
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Seyed Iman Mirzadeh
Mehrdad Farajtabar
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349
22
0
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Quanziang Wang
Jun Shu
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Deyu Meng
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181
6
0
16 Feb 2022
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Jary Pomponi
Simone Scardapane
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273
5
0
11 Feb 2022
Exemplar-free Online Continual Learning
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Jiangpeng He
Fengqing Zhu
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160
20
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Incremental Learning of Structured Memory via Closed-Loop Transcription
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Shengbang Tong
Xili Dai
Ziyang Wu
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Brent Yi
Yi-An Ma
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287
22
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Sen Lin
Li Yang
Deliang Fan
Junshan Zhang
CLL
304
97
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07 Feb 2022
Architecture Matters in Continual Learning
Seyed Iman Mirzadeh
Arslan Chaudhry
Dong Yin
Timothy Nguyen
Razvan Pascanu
Dilan Görür
Mehrdad Farajtabar
OOD
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370
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Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System
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Elahe Arani
F. Sarfraz
Bahram Zonooz
CLL
287
162
0
29 Jan 2022
Continual Learning with Recursive Gradient Optimization
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Hao Liu
Huaping Liu
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264
48
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29 Jan 2022
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Yan Luo
Yongkang Wong
Mohan S. Kankanhalli
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SSL
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176
12
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Yi Qi
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Jia Cheng
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120
7
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Jia Shi
Deepak Pathak
Deva Ramanan
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477
106
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17 Jan 2022
Technical Report for ICCV 2021 Challenge SSLAD-Track3B: Transformers Are Better Continual Learners
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Guimei Cao
Yunlu Xu
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Yi Niu
CLL
172
23
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Taimur Hassan
M. Akram
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192
35
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Qingyong Li
Jing Zhang
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Yangli-ao Geng
BDL
225
4
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Class-Incremental Continual Learning into the eXtended DER-verse
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Matteo Boschini
Lorenzo Bonicelli
Pietro Buzzega
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Simone Calderara
CLL
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276
168
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03 Jan 2022
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship
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Quanziang Wang
Renzhen Wang
Yuexiang Li
Dong Wei
Kai Ma
Yefeng Zheng
Deyu Meng
CLL
231
15
0
31 Dec 2021
Generative Kernel Continual learning
Mohammad Mahdi Derakhshani
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
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101
0
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Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data
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Marco Schreyer
Damian Borth
227
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Mohamed Elhoseiny
317
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134
1
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David Clifton
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KELM
154
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Few-Shot Object Detection: A Comprehensive Survey
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Mona Köhler
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240
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Hao Wang
Lei Shu
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208
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Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
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Bing-Quan Liu
Xingchang Huang
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169
152
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265
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An Empirical Investigation of the Role of Pre-training in Lifelong Learning
Sanket Vaibhav Mehta
Darshan Patil
Sarath Chandar
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351
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Zizhao Zhang
Chen-Yu Lee
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Ruoxi Sun
Xiaoqi Ren
Guolong Su
Vincent Perot
Jennifer Dy
Tomas Pfister
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VPVLM
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359
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Lifelong Generative Modelling Using Dynamic Expansion Graph Model
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A. Bors
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196
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Improving Vision Transformers for Incremental Learning
Pei Yu
Yinpeng Chen
Ying Jin
Zicheng Liu
CLL
ViT
247
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Self-Supervised Models are Continual Learners
Enrico Fini
Victor G. Turrisi da Costa
Xavier Alameda-Pineda
Elisa Ricci
Alahari Karteek
Julien Mairal
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SSL
302
203
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08 Dec 2021
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
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Hu Xu
Bing-Quan Liu
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478
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CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Zixuan Ke
Bing-Quan Liu
Hu Xu
Lei Shu
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200
63
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Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
Neural Information Processing Systems (NeurIPS), 2021
Zixuan Ke
Bing-Quan Liu
Nianzu Ma
Hu Xu
Lei Shu
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421
141
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Yuhong Guo
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175
4
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Juil Sock
Martin Strohmeier
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183
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Wenbo Li
Jian Peng
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Yu Liu
Haifeng Li
198
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96
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390
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Kaicheng Yao
Xiaoli Kou
Pengfan Lv
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J. Cui
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130
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GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning
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Krishnateja Killamsetty
Rishabh K. Iyer
Pradeep Shenoy
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297
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Kronecker Factorization for Preventing Catastrophic Forgetting in Large-scale Medical Entity Linking
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Kristjan Arumae
Byron C. Wallace
Parminder Bhatia
CLL
158
1
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11 Nov 2021
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