Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1812.00420
Cited By
v1
v2 (latest)
Efficient Lifelong Learning with A-GEM
2 December 2018
Arslan Chaudhry
MarcÁurelio Ranzato
Marcus Rohrbach
Mohamed Elhoseiny
CLL
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Efficient Lifelong Learning with A-GEM"
50 / 949 papers shown
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Wenjin Wang
Yunqing Hu
Qianglong Chen
Yin Zhang
CLL
251
16
0
11 Apr 2023
PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Huiwei Lin
Baoquan Zhang
Shanshan Feng
Xutao Li
Yunming Ye
CLL
213
81
0
10 Apr 2023
Does Continual Learning Equally Forget All Parameters?
International Conference on Machine Learning (ICML), 2023
Haiyan Zhao
Wanrong Zhu
Guodong Long
Jing Jiang
Chengqi Zhang
CLL
KELM
221
19
0
09 Apr 2023
Exploring Data Geometry for Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Zhi Gao
C. Xu
Feng Li
Yunde Jia
Mehrtash Harandi
Yuwei Wu
CLL
162
15
0
08 Apr 2023
Continual Detection Transformer for Incremental Object Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Yaoyao Liu
Bernt Schiele
Andrea Vedaldi
Christian Rupprecht
CLL
244
92
0
06 Apr 2023
I2I: Initializing Adapters with Improvised Knowledge
Tejas Srinivasan
Furong Jia
Mohammad Rostami
Jesse Thomason
CLL
384
8
0
04 Apr 2023
Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Zeyin Song
Yifan Zhao
Yujun Shi
Peixi Peng
Liuliang Yuan
Yonghong Tian
CLL
237
100
0
02 Apr 2023
Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chi Ian Tang
Lorena Qendro
Dimitris Spathis
F. Kawsar
Cecilia Mascolo
Akhil Mathur
CLL
213
17
0
30 Mar 2023
How Efficient Are Today's Continual Learning Algorithms?
Md Yousuf Harun
Jhair Gallardo
Tyler L. Hayes
Christopher Kanan
263
29
0
29 Mar 2023
CoDeC: Communication-Efficient Decentralized Continual Learning
Sakshi Choudhary
Sai Aparna Aketi
Gobinda Saha
Kaushik Roy
CLL
205
4
0
27 Mar 2023
Forget-free Continual Learning with Soft-Winning SubNetworks
Haeyong Kang
Jaehong Yoon
Sultan Rizky Hikmawan Madjid
Sung Ju Hwang
Chang D. Yoo
CLL
231
7
0
27 Mar 2023
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning
International Conference on Machine Learning (ICML), 2023
Nader Asadi
Mohammad Davar
Sudhir Mudur
Rahaf Aljundi
Eugene Belilovsky
CLL
207
56
0
26 Mar 2023
Preserving Linear Separability in Continual Learning by Backward Feature Projection
Computer Vision and Pattern Recognition (CVPR), 2023
Qiao Gu
Dongsub Shim
Florian Shkurti
CLL
KELM
241
17
0
26 Mar 2023
Remind of the Past: Incremental Learning with Analogical Prompts
Zhiheng Ma
Xiaopeng Hong
Beinan Liu
Yabin Wang
Pinyue Guo
Huiyun Li
CLL
223
3
0
24 Mar 2023
Adiabatic replay for continual learning
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Alexander Krawczyk
A. Gepperth
203
4
0
23 Mar 2023
AdaCL:Adaptive Continual Learning
Elif Ceren Gok
Murat Onur Yildirim
Mert Kilickaya
Joaquin Vanschoren
CLL
265
1
0
23 Mar 2023
Continual Learning in the Presence of Spurious Correlation
Donggyu Lee
Sangwon Jung
Taesup Moon
CLL
234
1
0
21 Mar 2023
Assessor-Guided Learning for Continual Environments
Information Sciences (Inf. Sci.), 2023
M. A. Ma'sum
Mahardhika Pratama
E. Lughofer
Weiping Ding
W. Jatmiko
160
16
0
21 Mar 2023
Computationally Budgeted Continual Learning: What Does Matter?
Computer Vision and Pattern Recognition (CVPR), 2023
Christian Schroeder de Witt
Hasan Hammoud
P. Dokania
Juil Sock
Ser-Nam Lim
Guohao Li
Adel Bibi
CLL
167
78
0
20 Mar 2023
Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement
AAAI Conference on Artificial Intelligence (AAAI), 2023
Fushuo Huo
Wenchao Xu
Jingcai Guo
Yining Qi
Yunfeng Fan
Song Guo
CLL
438
23
0
20 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep
Md Yousuf Harun
Jhair Gallardo
Tyler L. Hayes
Ronald Kemker
Christopher Kanan
CLL
390
26
0
19 Mar 2023
Fixed Design Analysis of Regularization-Based Continual Learning
Haoran Li
Jingfeng Wu
Vladimir Braverman
CLL
230
19
0
17 Mar 2023
From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning
Machine-mediated learning (ML), 2023
Kamil Faber
Dominik Zurek
Marcin Pietroñ
Nathalie Japkowicz
Antonio Vergari
Roberto Corizzo
CLL
154
13
0
16 Mar 2023
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zhuowei Li
Long Zhao
Zizhao Zhang
Han Zhang
Diya Liu
Ting Liu
Dimitris N. Metaxas
CLL
VLM
269
33
0
16 Mar 2023
Is forgetting less a good inductive bias for forward transfer?
International Conference on Learning Representations (ICLR), 2023
Jiefeng Chen
Timothy Nguyen
Dilan Görür
Arslan Chaudhry
CLL
197
18
0
14 Mar 2023
DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning
Yunfeng Fan
Wenchao Xu
Yining Qi
Jiaqi Zhu
Junxiao Wang
Song Guo
CLL
167
0
0
14 Mar 2023
ICICLE: Interpretable Class Incremental Continual Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Dawid Rymarczyk
Joost van de Weijer
Bartosz Zieliñski
Bartlomiej Twardowski
CLL
294
31
0
14 Mar 2023
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights
IEEE Access (IEEE Access), 2023
Kamil Faber
Roberto Corizzo
B. Sniezynski
Nathalie Japkowicz
200
16
0
14 Mar 2023
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing
IEEE International Symposium on Quality Electronic Design (ISQED), 2023
Li Yang
Sen Lin
Fan Zhang
Junshan Zhang
Deliang Fan
CLL
267
8
0
13 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need
International Journal of Computer Vision (IJCV), 2023
Da-Wei Zhou
Han-Jia Ye
De-Chuan Zhan
Ziwei Liu
CLL
235
168
0
13 Mar 2023
TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation
IEEE International Conference on Computer Vision (ICCV), 2023
Jie M. Zhang
Chen Chen
Weiming Zhuang
Lingjuan Lv
CLL
FedML
315
90
0
13 Mar 2023
Your representations are in the network: composable and parallel adaptation for large scale models
Neural Information Processing Systems (NeurIPS), 2023
Yonatan Dukler
Alessandro Achille
Hao Yang
Varsha Vivek
Luca Zancato
Benjamin Bowman
Avinash Ravichandran
Charless C. Fowlkes
A. Swaminathan
Stefano Soatto
297
3
0
07 Mar 2023
Centroid Distance Distillation for Effective Rehearsal in Continual Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Daofeng Liu
Fan Lyu
Linyan Li
Zhenping Xia
Fuyuan Hu
132
6
0
06 Mar 2023
Improving Representational Continuity via Continued Pretraining
Michael Sun
Ananya Kumar
Divyam Madaan
Abigail Z. Jacobs
CLL
107
3
0
26 Feb 2023
New Insights for the Stability-Plasticity Dilemma in Online Continual Learning
International Conference on Learning Representations (ICLR), 2023
Dahuin Jung
Dongjin Lee
Sunwon Hong
Hyemi Jang
Ho Bae
Sungroh Yoon
CLL
192
20
0
17 Feb 2023
New Insights on Relieving Task-Recency Bias for Online Class Incremental Learning
Guoqiang Liang
Zhaojie Chen
Zhaoqiang Chen
Shiyu Ji
Yanning Zhang
CLL
224
12
0
16 Feb 2023
Theory on Forgetting and Generalization of Continual Learning
International Conference on Machine Learning (ICML), 2023
Sen Lin
Peizhong Ju
Yitao Liang
Ness B. Shroff
CLL
222
62
0
12 Feb 2023
Continual Learning with Scaled Gradient Projection
AAAI Conference on Artificial Intelligence (AAAI), 2023
Gobinda Saha
Kaushik Roy
CLL
211
36
0
02 Feb 2023
Real-Time Evaluation in Online Continual Learning: A New Hope
Computer Vision and Pattern Recognition (CVPR), 2023
Yasir Ghunaim
Adel Bibi
Kumail Alhamoud
Motasem Alfarra
Hasan Hammoud
Christian Schroeder de Witt
Juil Sock
Guohao Li
CLL
513
58
0
02 Feb 2023
Online Continual Learning via the Knowledge Invariant and Spread-out Properties
Expert systems with applications (ESWA), 2022
Ya-nan Han
Jian Liu
CLL
191
9
0
02 Feb 2023
Algorithm Design for Online Meta-Learning with Task Boundary Detection
Daouda Sow
Sen Lin
Yitao Liang
Junshan Zhang
OOD
172
1
0
02 Feb 2023
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans
IEEE International Conference on Computer Vision (ICCV), 2023
Zhanghexuan Ji
Dazhou Guo
Puyang Wang
Ke Yan
Le Lu
...
Qifeng Wang
J. Ge
Mingchen Gao
X. Ye
D. Jin
OOD
296
28
0
01 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Liyuan Wang
Xingxing Zhang
Hang Su
Jun Zhu
KELM
CLL
786
1,089
0
31 Jan 2023
Continual Learning for Predictive Maintenance: Overview and Challenges
Intelligent Systems with Applications (ISA), 2023
J. Hurtado
Dario Salvati
Rudy Semola
Mattia Bosio
Vincenzo Lomonaco
170
52
0
29 Jan 2023
Progressive Prompts: Continual Learning for Language Models
International Conference on Learning Representations (ICLR), 2023
Anastasia Razdaibiedina
Yuning Mao
Rui Hou
Madian Khabsa
M. Lewis
Amjad Almahairi
VLM
KELM
CLL
293
195
0
29 Jan 2023
Restricted Orthogonal Gradient Projection for Continual Learning
AI Open (AO), 2023
Zeyuan Yang
Zonghan Yang
Peng Li
Yang Liu
CLL
225
6
0
28 Jan 2023
Class-Incremental Learning with Repetition
Hamed Hemati
Andrea Cossu
Antonio Carta
J. Hurtado
Lorenzo Pellegrini
D. Bacciu
Vincenzo Lomonaco
Damian Borth
239
12
0
26 Jan 2023
Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Yawen Cui
Wanxia Deng
Haoyu Chen
Li Liu
CLL
173
38
0
24 Jan 2023
RMM: Reinforced Memory Management for Class-Incremental Learning
Neural Information Processing Systems (NeurIPS), 2023
Yaoyao Liu
Bernt Schiele
Qianru Sun
CLL
202
116
0
14 Jan 2023
Online Class-Incremental Learning For Real-World Food Image Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
S. Raghavan
Jiangpeng He
Fengqing Zhu
CLL
278
20
0
12 Jan 2023
Previous
1
2
3
...
9
10
11
...
17
18
19
Next
