ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1812.00420
  4. Cited By
Efficient Lifelong Learning with A-GEM
v1v2 (latest)

Efficient Lifelong Learning with A-GEM

2 December 2018
Arslan Chaudhry
MarcÁurelio Ranzato
Marcus Rohrbach
Mohamed Elhoseiny
    CLL
ArXiv (abs)PDFHTML

Papers citing "Efficient Lifelong Learning with A-GEM"

50 / 949 papers shown
E2Net: Resource-Efficient Continual Learning with Elastic Expansion
  Network
E2Net: Resource-Efficient Continual Learning with Elastic Expansion Network
Ruiqi Liu
Boyu Diao
Libo Huang
Zhulin An
Yongjun Xu
CLL
195
0
0
28 Sep 2023
Class Incremental Learning via Likelihood Ratio Based Task Prediction
Class Incremental Learning via Likelihood Ratio Based Task PredictionInternational Conference on Learning Representations (ICLR), 2023
Haowei Lin
Yijia Shao
W. Qian
Ningxin Pan
Yiduo Guo
Bing-Quan Liu
CLL
528
18
0
26 Sep 2023
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Huiwei Lin
Shanshan Feng
Baoquan Zhang
Xutao Li
Yew-Soon Ong
CLL
428
0
0
26 Sep 2023
Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in
  Replay-based Continual Learning
Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning
Hoyong Kim
M. Kwon
Kangil Kim
CLL
301
0
0
26 Sep 2023
Clustering-based Domain-Incremental Learning
Clustering-based Domain-Incremental Learning
Christiaan Lamers
René Vidal
A. Belbachir
Niki van Stein
Thomas Baeck
Paris Giampouras
CLLOOD
175
13
0
21 Sep 2023
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime
  Inference
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime InferenceIEEE International Conference on Robotics and Automation (ICRA), 2023
S. Banerjee
Vinay Kumar Verma
Avideep Mukherjee
Deepak Gupta
Vinay P. Namboodiri
Piyush Rai
CLL
254
5
0
15 Sep 2023
Mitigating the Alignment Tax of RLHF
Mitigating the Alignment Tax of RLHFConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yong Lin
Hangyu Lin
Wei Xiong
Shizhe Diao
Zeming Zheng
...
Han Zhao
Nan Jiang
Heng Ji
Xingtai Lv
Tong Zhang
MoMeCLL
653
123
0
12 Sep 2023
Plasticity-Optimized Complementary Networks for Unsupervised Continual
  Learning
Plasticity-Optimized Complementary Networks for Unsupervised Continual LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Alex Gomez-Villa
Bartlomiej Twardowski
Kai Wang
Joost van de Weijer
SSLCLL
269
14
0
12 Sep 2023
UER: A Heuristic Bias Addressing Approach for Online Continual Learning
UER: A Heuristic Bias Addressing Approach for Online Continual LearningACM Multimedia (ACM MM), 2023
Huiwei Lin
Shanshan Feng
Baoquan Zhang
Hongliang Qiao
Xutao Li
Yunming Ye
CLL
197
6
0
08 Sep 2023
Instant Continual Learning of Neural Radiance Fields
Instant Continual Learning of Neural Radiance Fields
Ryan Po
Zhengyang Dong
Alexander W. Bergman
Gordon Wetzstein
CLL
207
13
0
04 Sep 2023
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting
  in Continual Federated Learning
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated LearningInternational Conference on Learning Representations (ICLR), 2023
Yavuz Faruk Bakman
D. Yaldiz
Yahya H. Ezzeldin
A. Avestimehr
CLLFedML
416
23
0
03 Sep 2023
ScrollNet: Dynamic Weight Importance for Continual Learning
ScrollNet: Dynamic Weight Importance for Continual Learning
Fei Yang
Kai Wang
Joost van de Weijer
205
6
0
31 Aug 2023
Unsupervised Recognition of Unknown Objects for Open-World Object
  Detection
Unsupervised Recognition of Unknown Objects for Open-World Object Detection
Ru Fang
Guansong Pang
Lei Zhou
Xiaolong Bai
Jingyi Zheng
207
13
0
31 Aug 2023
Introducing Language Guidance in Prompt-based Continual Learning
Introducing Language Guidance in Prompt-based Continual LearningIEEE International Conference on Computer Vision (ICCV), 2023
Muhammad Gul Zain Ali Khan
Muhammad Ferjad Naeem
Luc Van Gool
D. Stricker
F. Tombari
Muhammad Zeshan Afzal
VLMCLL
198
59
0
30 Aug 2023
Incorporating Neuro-Inspired Adaptability for Continual Learning in
  Artificial Intelligence
Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence
Liyuan Wang
Xingxing Zhang
Qian Li
Mingtian Zhang
Hang Su
Jun Zhu
Yi Zhong
231
82
0
29 Aug 2023
Online Continual Learning on Hierarchical Label Expansion
Online Continual Learning on Hierarchical Label ExpansionIEEE International Conference on Computer Vision (ICCV), 2023
Byung Hyun Lee
Ok-Cheol Jung
Jonghyun Choi
S. Chun
CLL
191
12
0
28 Aug 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning
GRASP: A Rehearsal Policy for Efficient Online Continual Learning
Md Yousuf Harun
Jhair Gallardo
Junyu Chen
Christopher Kanan
CLL
351
14
0
25 Aug 2023
ConSlide: Asynchronous Hierarchical Interaction Transformer with
  Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image AnalysisIEEE International Conference on Computer Vision (ICCV), 2023
Yanyan Huang
Weiqin Zhao
Shujun Wang
Yu Fu
Yuming Jiang
Lequan Yu
CLL
250
25
0
25 Aug 2023
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in
  Federated Learning
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated LearningComputer Vision and Pattern Recognition (CVPR), 2023
Gihun Lee
Minchan Jeong
Sangmook Kim
Jaehoon Oh
Se-Young Yun
FedML
330
14
0
24 Aug 2023
Masked Autoencoders are Efficient Class Incremental Learners
Masked Autoencoders are Efficient Class Incremental LearnersIEEE International Conference on Computer Vision (ICCV), 2023
Jiang-Tian Zhai
Xialei Liu
Andrew D. Bagdanov
Ke Li
Mingg-Ming Cheng
CLL
187
18
0
24 Aug 2023
Overcoming Generic Knowledge Loss with Selective Parameter Update
Overcoming Generic Knowledge Loss with Selective Parameter UpdateComputer Vision and Pattern Recognition (CVPR), 2023
Wenxuan Zhang
Paul Janson
Rahaf Aljundi
Mohamed Elhoseiny
KELMCLL
375
20
0
23 Aug 2023
Continual Zero-Shot Learning through Semantically Guided Generative
  Random Walks
Continual Zero-Shot Learning through Semantically Guided Generative Random WalksIEEE International Conference on Computer Vision (ICCV), 2023
Wenxuan Zhang
Paul Janson
Kai Yi
Ivan Skorokhodov
Mohamed Elhoseiny
VLM
237
4
0
23 Aug 2023
Audio-Visual Class-Incremental Learning
Audio-Visual Class-Incremental LearningIEEE International Conference on Computer Vision (ICCV), 2023
Weiguo Pian
Shentong Mo
Yunhui Guo
Yapeng Tian
CLLVLM
214
33
0
21 Aug 2023
A Comprehensive Empirical Evaluation on Online Continual Learning
A Comprehensive Empirical Evaluation on Online Continual Learning
Albin Soutif--Cormerais
Antonio Carta
Andrea Cossu
J. Hurtado
Hamed Hemati
Vincenzo Lomonaco
Joost van de Weijer
CLL
363
32
0
20 Aug 2023
Disposable Transfer Learning for Selective Source Task Unlearning
Disposable Transfer Learning for Selective Source Task UnlearningIEEE International Conference on Computer Vision (ICCV), 2023
Seunghee Koh
Hyounguk Shon
Janghyeon Lee
H. Hong
Junmo Kim
129
2
0
19 Aug 2023
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector
  Quantization for Continual Learning
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual LearningIEEE International Conference on Computer Vision (ICCV), 2023
T. Malepathirana
Damith A. Senanayake
Saman K. Halgamuge
CLL
196
15
0
18 Aug 2023
Ada-QPacknet -- adaptive pruning with bit width reduction as an
  efficient continual learning method without forgetting
Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting
Marcin Pietroñ
Dominik Zurek
Kamil Faber
Roberto Corizzo
CLL
215
2
0
14 Aug 2023
CBA: Improving Online Continual Learning via Continual Bias Adaptor
CBA: Improving Online Continual Learning via Continual Bias AdaptorIEEE International Conference on Computer Vision (ICCV), 2023
Quanziang Wang
Renzhen Wang
Yichen Wu
Xixi Jia
Deyu Meng
CLL
196
22
0
14 Aug 2023
Cost-effective On-device Continual Learning over Memory Hierarchy with
  Miro
Cost-effective On-device Continual Learning over Memory Hierarchy with MiroACM/IEEE International Conference on Mobile Computing and Networking (MobiCom), 2023
Xinyue Ma
Suyeon Jeong
Minjia Zhang
Di Wang
Jonghyun Choi
Myeongjae Jeon
CLL
366
20
0
11 Aug 2023
Improving Performance in Continual Learning Tasks using Bio-Inspired
  Architectures
Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures
Sandeep Madireddy
A. Yanguas-Gil
Dali Wang
CLL
216
4
0
08 Aug 2023
Model Provenance via Model DNA
Model Provenance via Model DNAEuropean Conference on Artificial Intelligence (ECAI), 2023
Xin Mu
Yu Wang
Yehong Zhang
Jiaqi Zhang
Haibo Wang
Yang Xiang
Yue Yu
SyDa
197
1
0
04 Aug 2023
Improving Replay Sample Selection and Storage for Less Forgetting in
  Continual Learning
Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning
Daniel Brignac
N. Lobo
Abhijit Mahalanobis
KELM
217
14
0
03 Aug 2023
Online Prototype Learning for Online Continual Learning
Online Prototype Learning for Online Continual LearningIEEE International Conference on Computer Vision (ICCV), 2023
Yujie Wei
Jiaxin Ye
Zhizhong Huang
Junping Zhang
Hongming Shan
CLLOnRL
174
64
0
01 Aug 2023
Subspace Distillation for Continual Learning
Subspace Distillation for Continual LearningNeural Networks (Neural Netw.), 2023
Kaushik Roy
Christian Simon
Peyman Moghadam
Mehrtash Harandi
CLL
224
17
0
31 Jul 2023
Continual Learning in Predictive Autoscaling
Continual Learning in Predictive AutoscalingInternational Conference on Information and Knowledge Management (CIKM), 2023
Hongyan Hao
Zhixuan Chu
Shiyi Zhu
Gangwei Jiang
Yan Wang
Caigao Jiang
James Y. Zhang
Wei Jiang
Siqiao Xue
Junqing Zhou
157
6
0
29 Jul 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices
  via Pooling High-Order Temporal Statistics
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal StatisticsInterspeech (Interspeech), 2023
Umberto Michieli
Pablo Peso Parada
Mete Ozay
CLL
202
11
0
24 Jul 2023
CLR: Channel-wise Lightweight Reprogramming for Continual Learning
CLR: Channel-wise Lightweight Reprogramming for Continual LearningIEEE International Conference on Computer Vision (ICCV), 2023
Yunhao Ge
Yuecheng Li
Shuo Ni
Jiaping Zhao
Ming-Hsuan Yang
Laurent Itti
CLL
246
16
0
21 Jul 2023
Online Continual Learning for Robust Indoor Object Recognition
Online Continual Learning for Robust Indoor Object RecognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Umberto Michieli
Mete Ozay
244
10
0
19 Jul 2023
IncDSI: Incrementally Updatable Document Retrieval
IncDSI: Incrementally Updatable Document RetrievalInternational Conference on Machine Learning (ICML), 2023
Varsha Kishore
Chao-gang Wan
Justin Lovelace
Yoav Artzi
Kilian Q. Weinberger
223
18
0
19 Jul 2023
Tangent Model Composition for Ensembling and Continual Fine-tuning
Tangent Model Composition for Ensembling and Continual Fine-tuningIEEE International Conference on Computer Vision (ICCV), 2023
Tianlin Liu
Stefano Soatto
LRMMoMeCLL
241
23
0
16 Jul 2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual
  Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhenyi Wang
Enneng Yang
Li Shen
Heng-Chiao Huang
KELMMU
253
83
0
16 Jul 2023
Embodied Lifelong Learning for Task and Motion Planning
Embodied Lifelong Learning for Task and Motion PlanningConference on Robot Learning (CoRL), 2023
Jorge Armando Mendez Mendez
L. Kaelbling
Tomás Lozano-Pérez
239
23
0
13 Jul 2023
Towards Robust and Efficient Continual Language Learning
Towards Robust and Efficient Continual Language Learning
Adam Fisch
Amal Rannen-Triki
Razvan Pascanu
J. Bornschein
Angeliki Lazaridou
E. Gribovskaya
MarcÁurelio Ranzato
CLL
173
3
0
11 Jul 2023
Domain-Agnostic Neural Architecture for Class Incremental Continual
  Learning in Document Processing Platform
Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing PlatformAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Mateusz Wójcik
Witold Ko'sciukiewicz
Mateusz Baran
Tomasz Kajdanowicz
Adam Gonczarek
CLL
207
2
0
11 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review
Advances and Challenges in Meta-Learning: A Technical ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Anna Vettoruzzo
Mohamed-Rafik Bouguelia
Joaquin Vanschoren
Thorsteinn Rögnvaldsson
K. Santosh
OffRL
232
180
0
10 Jul 2023
Class-Incremental Mixture of Gaussians for Deep Continual Learning
Class-Incremental Mixture of Gaussians for Deep Continual Learning
Lukasz Korycki
Bartosz Krawczyk
CLLBDL
156
1
0
09 Jul 2023
Exploring Continual Learning for Code Generation Models
Exploring Continual Learning for Code Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Prateek Yadav
Q. Sun
Hantian Ding
Xiaopeng Li
Dejiao Zhang
...
Parminder Bhatia
Ramesh Nallapati
M. K. Ramanathan
Joey Tianyi Zhou
Bing Xiang
CLL
200
38
0
05 Jul 2023
Learning to Modulate pre-trained Models in RL
Learning to Modulate pre-trained Models in RLNeural Information Processing Systems (NeurIPS), 2023
Thomas Schmied
M. Hofmarcher
Fabian Paischer
Razvan Pascanu
Sepp Hochreiter
CLLOffRL
256
25
0
26 Jun 2023
Parameter-Level Soft-Masking for Continual Learning
Parameter-Level Soft-Masking for Continual LearningInternational Conference on Machine Learning (ICML), 2023
Tatsuya Konishi
M. Kurokawa
C. Ono
Zixuan Ke
Gyuhak Kim
Yinan Han
CLL
215
57
0
26 Jun 2023
Few-Shot Continual Learning via Flat-to-Wide Approaches
Few-Shot Continual Learning via Flat-to-Wide ApproachesIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
M. A. Ma'sum
Mahardhika Pratama
E. Lughofer
Lin Liu
Habibullah Habibullah
Ryszard Kowalczyk
VLMCLL
320
6
0
26 Jun 2023
Previous
123...789...171819
Next