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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"
50 / 949 papers shown
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B. V. Veen
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88
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Early or Late Fusion Matters: Efficient RGB-D Fusion in Vision Transformers for 3D Object Recognition
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Georgios Tziafas
Hamidreza Kasaei
ViT
229
20
0
03 Oct 2022
Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation
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Xiaohan Zou
Tong Lin
CLL
145
3
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03 Oct 2022
Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering
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Verena Rieser
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381
7
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208
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Bernhard Pfahringer
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Yunzhe Jia
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307
55
0
28 Sep 2022
Disentangling Transfer in Continual Reinforcement Learning
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Maciej Wołczyk
Michal Zajkac
Razvan Pascanu
Lukasz Kuciñski
Piotr Milo's
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252
34
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28 Sep 2022
Exploring Example Influence in Continual Learning
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Q. Sun
Fan Lyu
Fanhua Shang
Wei Feng
Liang Wan
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241
61
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25 Sep 2022
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Björn Mauthe
Jürgen Beyerer
CLL
136
14
0
20 Sep 2022
SparCL: Sparse Continual Learning on the Edge
Neural Information Processing Systems (NeurIPS), 2022
Zifeng Wang
Zheng Zhan
Yifan Gong
Geng Yuan
Wei Niu
T. Jian
Bin Ren
Stratis Ioannidis
Yanzhi Wang
Jennifer Dy
CLL
278
77
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20 Sep 2022
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Hedvig Kjellström
Chen Zhang
CLL
289
9
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18 Sep 2022
Continual Learning with Dependency Preserving Hypernetworks
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Sakshi Varshney
P. K. Srijith
Sunil R. Gupta
CLL
180
10
0
16 Sep 2022
Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark
AAAI Conference on Artificial Intelligence (AAAI), 2022
Sen Pei
Shixiong Xu
Xiaojie Jin
186
0
0
12 Sep 2022
Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation
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Ya-nan Han
Jian Liu
KELM
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232
12
0
12 Sep 2022
Class-Incremental Learning via Knowledge Amalgamation
Marcus Vinícius de Carvalho
Mahardhika Pratama
Jie Zhang
Yajuan San
CLL
129
12
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05 Sep 2022
Scalable Adversarial Online Continual Learning
T. Dam
Mahardhika Pratama
Md Meftahul Ferdaus
S. Anavatti
Hussein Abbas
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170
5
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04 Sep 2022
Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions
European Conference on Computer Vision (ECCV), 2022
Zhenyi Wang
Li Shen
Le Fang
Qiuling Suo
Dongling Zhan
Tiehang Duan
Mingchen Gao
OOD
CLL
164
20
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03 Sep 2022
Continuous QA Learning with Structured Prompts
Yinhe Zheng
CLL
518
1
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31 Aug 2022
Beyond Supervised Continual Learning: a Review
Benedikt Bagus
A. Gepperth
Timothée Lesort
BDL
CLL
251
13
0
30 Aug 2022
Sustaining Fairness via Incremental Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Somnath Basu Roy Chowdhury
Snigdha Chaturvedi
FaML
CLL
364
5
0
25 Aug 2022
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Zhe Huang
Mary-Joy Sidhom
B. Wessler
M. C. Hughes
217
13
0
25 Aug 2022
Lifelong Learning for Neural powered Mixed Integer Programming
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S. Manchanda
Jignesh M. Patel
CLL
257
2
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24 Aug 2022
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge
Xiaofan Yu
Yunhui Guo
Sicun Gao
Tajana Simunic
CLL
SSL
408
21
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24 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models
European Conference on Computer Vision (ECCV), 2022
Xiao Guo
Yaojie Liu
Anil Jain
Xiaoming Liu
CLL
CVBM
160
49
0
23 Aug 2022
A Multi-Head Model for Continual Learning via Out-of-Distribution Replay
Gyuhak Kim
Zixuan Ke
Yinan Han
VLM
CLL
OODD
207
41
0
20 Aug 2022
DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning
European Conference on Computer Vision (ECCV), 2022
Hyounguk Shon
Janghyeon Lee
Seungwook Kim
Junmo Kim
CLL
148
16
0
17 Aug 2022
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Scott E. Coull
M. Wright
112
23
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13 Aug 2022
Patching open-vocabulary models by interpolating weights
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Gabriel Ilharco
Mitchell Wortsman
S. Gadre
Shuran Song
Hannaneh Hajishirzi
Simon Kornblith
Ali Farhadi
Ludwig Schmidt
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KELM
352
202
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10 Aug 2022
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation
Zhijing Wu
Hua Xu
Jingliang Fang
Kai Gao
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131
1
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10 Aug 2022
Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
European Conference on Computer Vision (ECCV), 2022
Arjun Ashok
K. J. Joseph
V. Balasubramanian
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205
33
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Continual Learning for Tumor Classification in Histopathology Images
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Qinle Ba
Ipshita Bhattacharya
N. Sobh
Satarupa Mukherjee
James J. Martin
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Christoph Gütter
Amal Chaturvedi
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157
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Yuxin Wang
Kun Dong
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Erkang Cheng
Zhiyong Sun
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188
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Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning
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Zhanghexuan Ji
Ziyun Huang
Yan Shen
Mingchen Gao
Jinhui Xu
275
2
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Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning
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Nhathai Phan
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My T. Thai
An M. Chen
202
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26 Jul 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning
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Yabin Wang
Zhiwu Huang
Xiaopeng Hong
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VLM
452
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26 Jul 2022
Balancing Stability and Plasticity through Advanced Null Space in Continual Learning
European Conference on Computer Vision (ECCV), 2022
Yajing Kong
Liu Liu
Zhen Wang
Dacheng Tao
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150
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Online Continual Learning with Contrastive Vision Transformer
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Zhen Wang
Liu Liu
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Jiaxian Guo
Dacheng Tao
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172
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AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets
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Yuqing Zhao
Divya Saxena
Jiannong Cao
CLL
276
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Novel Class Discovery without Forgetting
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K. J. Joseph
S. Paul
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Soma Biswas
Piyush Rai
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V. Balasubramanian
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283
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Continual Variational Autoencoder Learning via Online Cooperative Memorization
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A. Bors
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211
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Tianpeng Liu
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193
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125
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186
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Li Shen
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Mingchen Gao
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231
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Consistency is the key to further mitigating catastrophic forgetting in continual learning
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162
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202
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D. Bacciu
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