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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
Dynamically Modular and Sparse General Continual Learning
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138
1
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Self-Activating Neural Ensembles for Continual Reinforcement Learning
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222
7
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31 Dec 2022
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Qing Wang
Fengna Cheng
Yuankai Qi
Qingshan Liu
389
8
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29 Dec 2022
Saliency-Augmented Memory Completion for Continual Learning
SDM (SDM), 2022
Guangji Bai
Chen Ling
Yuyang Gao
Bo Pan
CLL
224
4
0
26 Dec 2022
Re-basin via implicit Sinkhorn differentiation
Computer Vision and Pattern Recognition (CVPR), 2022
F. Guerrero-Peña
H. R. Medeiros
Thomas Dubail
Masih Aminbeidokhti
Mohammadhadi Shateri
M. Pedersoli
MoMe
321
59
0
22 Dec 2022
Lifelong Reinforcement Learning with Modulating Masks
Eseoghene Ben-Iwhiwhu
Saptarshi Nath
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Soheil Kolouri
Andrea Soltoggio
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OffRL
375
27
0
21 Dec 2022
DSI++: Updating Transformer Memory with New Documents
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sanket Vaibhav Mehta
Jai Gupta
Yi Tay
Mostafa Dehghani
Vinh Q. Tran
J. Rao
Marc Najork
Emma Strubell
Donald Metzler
CLL
227
60
0
19 Dec 2022
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Xialei Liu
Jiang-Tian Zhai
Andrew D. Bagdanov
Ke Li
Mingg-Ming Cheng
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260
8
0
16 Dec 2022
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding
Lorenzo Pellegrini
Chenchen Zhu
Fanyi Xiao
Zhicheng Yan
Antonio Carta
Matthias De Lange
Vincenzo Lomonaco
Roshan Sumbaly
Pau Rodríguez López
David Vazquez
CLL
246
7
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13 Dec 2022
Instance-Conditional Timescales of Decay for Non-Stationary Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Nishant Jain
Pradeep Shenoy
236
6
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12 Dec 2022
A soft nearest-neighbor framework for continual semi-supervised learning
IEEE International Conference on Computer Vision (ICCV), 2022
Zhiqi Kang
Enrico Fini
Moin Nabi
Elisa Ricci
Alahari Karteek
SSL
BDL
CLL
316
22
0
09 Dec 2022
PIVOT: Prompting for Video Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Andrés Villa
Juan Carlos León Alcázar
Motasem Alfarra
Kumail Alhamoud
J. Hurtado
Fabian Caba Heilbron
Alvaro Soto
Guohao Li
VLM
CLL
315
56
0
09 Dec 2022
Open World DETR: Transformer based Open World Object Detection
Na Dong
Yongqiang Zhang
Mingli Ding
G. Lee
134
16
0
06 Dec 2022
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge
IEEE International Conference on Data Engineering (ICDE), 2022
Yaxin Luopan
Rui Han
Qinglong Zhang
Chi Harold Liu
Guoren Wang
FedML
218
23
0
04 Dec 2022
Learning Label Modular Prompts for Text Classification in the Wild
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hailin Chen
Amrita Saha
Shafiq Joty
Steven C. H. Hoi
OOD
VLM
252
5
0
30 Nov 2022
Continual Learning with Optimal Transport based Mixture Model
Quyen Tran
Hoang Phan
Khoat Than
Dinh Q. Phung
Trung Le
CLL
154
1
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30 Nov 2022
SimCS: Simulation for Domain Incremental Online Continual Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Motasem Alfarra
Yong Deng
Adel Bibi
Guohao Li
Matthias Müller
CLL
261
4
0
29 Nov 2022
Learning to Learn: How to Continuously Teach Humans and Machines
IEEE International Conference on Computer Vision (ICCV), 2022
Parantak Singh
You Li
Ankur Sikarwar
Weixian Lei
Daniel Gao
Morgan B. Talbot
Ying Sun
Mike Zheng Shou
Gabriel Kreiman
Mengmi Zhang
CLL
277
7
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28 Nov 2022
Progressive Learning without Forgetting
Tao Feng
Hangjie Yuan
Mang Wang
Ziyuan Huang
Ang Bian
Jianzhou Zhang
CLL
KELM
279
5
0
28 Nov 2022
Neural Architecture for Online Ensemble Continual Learning
Mateusz Wójcik
Witold Ko'sciukiewicz
Tomasz Kajdanowicz
Adam Gonczarek
CLL
260
1
0
27 Nov 2022
Multi-Label Continual Learning using Augmented Graph Convolutional Network
IEEE transactions on multimedia (IEEE TMM), 2022
Kaile Du
Fan Lyu
Linyan Li
Fuyuan Hu
Wei Feng
Fenglei Xu
Xuefeng Xi
Hanjing Cheng
CLL
144
21
0
27 Nov 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time
Neural Information Processing Systems (NeurIPS), 2022
Huaxiu Yao
Caroline Choi
Bochuan Cao
Yoonho Lee
Pang Wei Koh
Chelsea Finn
OOD
293
102
0
25 Nov 2022
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Fabio Cermelli
Matthieu Cord
Arthur Douillard
CLL
VLM
223
37
0
25 Nov 2022
Neural Weight Search for Scalable Task Incremental Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Jian Jiang
Oya Celiktutan
CLL
177
11
0
24 Nov 2022
CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2022
James Smith
Leonid Karlinsky
V. Gutta
Paola Cascante-Bonilla
Donghyun Kim
Assaf Arbelle
Yikang Shen
Rogerio Feris
Z. Kira
CLL
VPVLM
VLM
340
447
0
23 Nov 2022
Evolutionary Generalized Zero-Shot Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Dubing Chen
Haofeng Zhang
Yang Long
VLM
283
1
0
23 Nov 2022
Integral Continual Learning Along the Tangent Vector Field of Tasks
Tianlin Liu
Aditya Golatkar
Stefano Soatto
Alessandro Achille
CLL
254
3
0
23 Nov 2022
Continual Learning of Natural Language Processing Tasks: A Survey
Zixuan Ke
Yinan Han
KELM
CLL
VLM
294
104
0
23 Nov 2022
Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation
International Journal of Computer Vision (IJCV), 2022
Marco Cotogni
Fei Yang
C. Cusano
Andrew D. Bagdanov
Joost van de Weijer
CLL
261
2
0
22 Nov 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yao Zhang
Haokun Chen
A. Frikha
Yezi Yang
Denis Krompass
Gengyuan Zhang
Jindong Gu
Volker Tresp
VLM
LRM
203
8
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19 Nov 2022
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
Computer Vision and Pattern Recognition (CVPR), 2022
James Smith
Paola Cascante-Bonilla
Assaf Arbelle
Donghyun Kim
Yikang Shen
David D. Cox
Diyi Yang
Z. Kira
Rogerio Feris
Leonid Karlinsky
VLM
287
25
0
17 Nov 2022
Hierarchically Structured Task-Agnostic Continual Learning
Machine-mediated learning (ML), 2022
Heinke Hihn
Daniel A. Braun
BDL
CLL
180
14
0
14 Nov 2022
Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct Augmentations
Social Science Research Network (SSRN), 2022
Shenghao Yu
Wei-Chen Chiu
CLL
114
2
0
10 Nov 2022
Cold Start Streaming Learning for Deep Networks
Cameron R. Wolfe
Anastasios Kyrillidis
CLL
179
3
0
09 Nov 2022
B
T
2
BT^2
B
T
2
: Backward-compatible Training with Basis Transformation
IEEE International Conference on Computer Vision (ICCV), 2022
Yi Zhou
Zilu Li
Abhinav Shrivastava
Hengshuang Zhao
Antonio Torralba
Taipeng Tian
Ser-Nam Lim
182
7
0
08 Nov 2022
Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning
Zafir Stojanovski
Karsten Roth
Zeynep Akata
138
19
0
06 Nov 2022
A Theoretical Study on Solving Continual Learning
Neural Information Processing Systems (NeurIPS), 2022
Gyuhak Kim
Changnan Xiao
Tatsuya Konishi
Zixuan Ke
Yinan Han
CLL
212
91
0
04 Nov 2022
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
Neural Information Processing Systems (NeurIPS), 2022
Sen Lin
Li Yang
Deliang Fan
Junshan Zhang
CLL
418
62
0
01 Nov 2022
Do Pre-trained Models Benefit Equally in Continual Learning?
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Kuan-Ying Lee
Yuanyi Zhong
Yu-Xiong Wang
CLL
197
33
0
27 Oct 2022
Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Steven Vander Eeckt
Hugo Van hamme
CLL
MoMe
252
16
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27 Oct 2022
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
Marco Schreyer
Hamed Hemati
Damian Borth
M. Vasarhelyi
FedML
194
6
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26 Oct 2022
Exclusive Supermask Subnetwork Training for Continual Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Prateek Yadav
Joey Tianyi Zhou
CLL
282
8
0
18 Oct 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Neural Information Processing Systems (NeurIPS), 2022
Yejia Liu
Peng Guo
Shaolei Ren
CLL
166
3
0
16 Oct 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ying Zhao
Yinhe Zheng
Zhiliang Tian
Chang Gao
Yu Bowen
Haiyang Yu
Yongbin Li
Jianguo Sun
Ningyu Zhang
CLL
OffRL
218
14
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14 Oct 2022
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Dipam Goswami
René Schuster
Joost van de Weijer
D. Stricker
CLL
252
28
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13 Oct 2022
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
Neural Information Processing Systems (NeurIPS), 2022
Lorenzo Bonicelli
Matteo Boschini
Angelo Porrello
C. Spampinato
Simone Calderara
CLL
257
58
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12 Oct 2022
Schedule-Robust Online Continual Learning
Ruohan Wang
Marco Ciccone
Giulia Luise
A. Yapp
Massimiliano Pontil
C. Ciliberto
CLL
214
5
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11 Oct 2022
Continual Learning by Modeling Intra-Class Variation
L. Yu
Tianyang Hu
Lanqing Hong
Zhen Liu
Adrian Weller
Weiyang Liu
CLL
201
17
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Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ruotian Ma
Xuanting Chen
Lin Zhang
Xin Zhou
Junzhe Wang
Tao Gui
Tao Gui
Yantao Du
Yunwen Chen
214
16
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10 Oct 2022
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
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Peiyi Wang
Yifan Song
Tianyu Liu
Binghuai Lin
Yunbo Cao
Sujian Li
Zhifang Sui
CLL
SLR
174
31
0
10 Oct 2022
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