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
Modular Lifelong Reinforcement Learning via Neural Composition
International Conference on Learning Representations (ICLR), 2022
Jorge Armando Mendez Mendez
H. V. Seijen
Eric Eaton
OffRL
KELM
CLL
272
50
0
01 Jul 2022
Hebbian Continual Representation Learning
Hawaii International Conference on System Sciences (HICSS), 2022
P. Morawiecki
Andrii Krutsylo
Maciej Wołczyk
Marek Śmieja
CLL
145
2
0
28 Jun 2022
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries
Meghna Gummadi
Cassandra Kent
Jorge Armando Mendez Mendez
Eric Eaton
CLL
202
14
0
28 Jun 2022
Sample Condensation in Online Continual Learning
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Mattia Sangermano
Antonio Carta
Andrea Cossu
D. Bacciu
DD
297
47
0
23 Jun 2022
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks
International Conference on Machine Learning (ICML), 2022
Mustafa Burak Gurbuz
C. Dovrolis
CLL
178
52
0
18 Jun 2022
A Conditional Gradient-based Method for Simple Bilevel Optimization with Convex Lower-level Problem
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Ruichen Jiang
Nazanin Abolfazli
Aryan Mokhtari
Erfan Yazdandoost Hamedani
228
32
0
17 Jun 2022
Continual Learning with Guarantees via Weight Interval Constraints
International Conference on Machine Learning (ICML), 2022
Maciej Wołczyk
Karol J. Piczak
Bartosz Wójcik
Lukasz Pustelnik
P. Morawiecki
Jacek Tabor
Tomasz Trzciñski
Przemysław Spurek
173
12
0
16 Jun 2022
SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning
F. Sarfraz
Elahe Arani
Bahram Zonooz
CLL
191
14
0
08 Jun 2022
A Study of Continual Learning Methods for Q-Learning
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Benedikt Bagus
A. Gepperth
CLL
OffRL
273
5
0
08 Jun 2022
Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks
Neural Information Processing Systems (NeurIPS), 2022
Zhiwei Deng
Olga Russakovsky
FedML
DD
333
118
0
06 Jun 2022
Effects of Auxiliary Knowledge on Continual Learning
International Conference on Pattern Recognition (ICPR), 2022
Giovanni Bellitto
M. Pennisi
S. Palazzo
Lorenzo Bonicelli
Matteo Boschini
Simone Calderara
C. Spampinato
CLL
219
7
0
03 Jun 2022
Transfer without Forgetting
European Conference on Computer Vision (ECCV), 2022
Matteo Boschini
Lorenzo Bonicelli
Angelo Porrello
Giovanni Bellitto
M. Pennisi
S. Palazzo
C. Spampinato
Simone Calderara
CLL
352
64
0
01 Jun 2022
Label-Efficient Online Continual Object Detection in Streaming Video
IEEE International Conference on Computer Vision (ICCV), 2022
Jay Zhangjie Wu
David Junhao Zhang
Wynne Hsu
Mengmi Zhang
Mike Zheng Shou
CLL
224
19
0
01 Jun 2022
Continual evaluation for lifelong learning: Identifying the stability gap
International Conference on Learning Representations (ICLR), 2022
Matthias De Lange
Gido M. van de Ven
Tinne Tuytelaars
CLL
414
50
0
26 May 2022
Feature Forgetting in Continual Representation Learning
Xiao Zhang
Dejing Dou
Ji Wu
CLL
128
8
0
26 May 2022
The Effect of Task Ordering in Continual Learning
Samuel J. Bell
Neil D. Lawrence
CLL
241
26
0
26 May 2022
Continual Learning with Global Alignment
Neural Information Processing Systems (NeurIPS), 2022
Xueying Bai
Jinghuan Shang
Yifan Sun
Niranjan Balasubramanian
CLL
161
1
0
24 May 2022
Rethinking Task-Incremental Learning Baselines
International Conference on Pattern Recognition (ICPR), 2022
Md. Rejwanul Hossain
P. Saha
T. Chowdhury
Shafin Rahman
Fuad Rahman
Nabeel Mohammed
CLL
221
5
0
23 May 2022
Cross-lingual Lifelong Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Meryem M'hamdi
Xiang Ren
Jonathan May
CLL
196
14
0
23 May 2022
Incremental Learning with Differentiable Architecture and Forgetting Search
IEEE International Joint Conference on Neural Network (IJCNN), 2022
James Smith
Zachary Seymour
Han-Pang Chiu
OOD
CLL
AI4CE
167
4
0
19 May 2022
Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework
Gehui Shen
Shibo Jie
Ziheng Li
Zhi-Hong Deng
CLL
116
0
0
19 May 2022
A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Chuqiao Li
Zhiwu Huang
D. Paudel
Yabin Wang
Mohamad Shahbazi
Xiaopeng Hong
Luc Van Gool
424
67
0
11 May 2022
Continual Learning with Foundation Models: An Empirical Study of Latent Replay
O. Ostapenko
Timothée Lesort
P. Rodríguez
Md Rifat Arefin
Arthur Douillard
Irina Rish
Laurent Charlin
531
68
0
30 Apr 2022
Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor
Yang Yang
Z. Cui
Junjie Xu
Changhong Zhong
Weishi Zheng
Ruixuan Wang
MedIm
BDL
OOD
211
51
0
28 Apr 2022
Memory Bounds for Continual Learning
IEEE Annual Symposium on Foundations of Computer Science (FOCS), 2022
Xi Chen
Christos H. Papadimitriou
Binghui Peng
CLL
LRM
178
26
0
22 Apr 2022
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
M. Jehanzeb Mirza
Marc Masana
Horst Possegger
Horst Bischof
CLL
227
102
0
19 Apr 2022
Entropy-based Stability-Plasticity for Lifelong Learning
Vladimir Araujo
J. Hurtado
Alvaro Soto
Marie-Francine Moens
CLL
237
15
0
18 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection
Karim Guirguis
Ahmed Hendawy
George Eskandar
Mohamed Abdelsamad
Matthias Kayser
Jürgen Beyerer
134
20
0
11 Apr 2022
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
European Conference on Computer Vision (ECCV), 2022
Zifeng Wang
Zizhao Zhang
Sayna Ebrahimi
Ruoxi Sun
Han Zhang
...
Xiaoqi Ren
Guolong Su
Vincent Perot
Jennifer Dy
Tomas Pfister
CLL
VLM
VPVLM
330
681
0
10 Apr 2022
Information-theoretic Online Memory Selection for Continual Learning
International Conference on Learning Representations (ICLR), 2022
Shengyang Sun
Daniele Calandriello
Huiyi Hu
Ang Li
Michalis K. Titsias
CLL
150
60
0
10 Apr 2022
Revisiting a kNN-based Image Classification System with High-capacity Storage
European Conference on Computer Vision (ECCV), 2022
K. Nakata
Youyang Ng
Daisuke Miyashita
A. Maki
Yu Lin
J. Deguchi
246
29
0
03 Apr 2022
A Closer Look at Rehearsal-Free Continual Learning
James Smith
Junjiao Tian
Shaunak Halbe
Yen-Chang Hsu
Z. Kira
VLM
CLL
314
82
0
31 Mar 2022
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Da-Wei Zhou
Han-Jia Ye
Liang Ma
Di Xie
Shiliang Pu
De-Chuan Zhan
CLL
259
173
0
31 Mar 2022
Task Adaptive Parameter Sharing for Multi-Task Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Matthew Wallingford
Hao Li
Alessandro Achille
Avinash Ravichandran
Charless C. Fowlkes
Rahul Bhotika
Stefano Soatto
MoMe
172
77
0
30 Mar 2022
Unseen Classes at a Later Time? No Problem
Computer Vision and Pattern Recognition (CVPR), 2022
Hari Chandana Kuchibhotla
Sumitra S Malagi
Shivam Chandhok
V. Balasubramanian
CLL
219
12
0
30 Mar 2022
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning
International Conference on Learning Representations (ICLR), 2022
Quang Pham
Chenghao Liu
Guosheng Lin
BDL
OnRL
199
66
0
30 Mar 2022
Energy-based Latent Aligner for Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2022
K. J. Joseph
Salman Khan
Fahad Shahbaz Khan
Rao Muhammad Anwer
V. Balasubramanian
CLL
283
55
0
28 Mar 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
Computer Vision and Pattern Recognition (CVPR), 2022
A. Bhunia
Viswanatha Reddy Gajjala
Subhadeep Koley
Rohit Kundu
Aneeshan Sain
Tao Xiang
Yi-Zhe Song
CLL
246
33
0
28 Mar 2022
Continual Learning and Private Unlearning
B. Liu
Qian Liu
Peter Stone
CLL
MU
238
103
0
24 Mar 2022
Online Continual Learning for Embedded Devices
Tyler L. Hayes
Christopher Kanan
CLL
328
65
0
21 Mar 2022
Continual Learning Based on OOD Detection and Task Masking
Gyuhak Kim
Sepideh Esmaeilpour
Changnan Xiao
Bing-Quan Liu
OODD
CLL
164
24
0
17 Mar 2022
Continual Prompt Tuning for Dialog State Tracking
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Qi Zhu
Bing Li
Fei Mi
Xiaoyan Zhu
Shiyu Huang
CLL
KELM
240
67
0
13 Mar 2022
Sparsity and Heterogeneous Dropout for Continual Learning in the Null Space of Neural Activations
Ali Abbasi
Parsa Nooralinejad
Vladimir Braverman
Hamed Pirsiavash
Soheil Kolouri
CLL
220
20
0
12 Mar 2022
ELLE: Efficient Lifelong Pre-training for Emerging Data
Findings (Findings), 2022
Yujia Qin
Jiajie Zhang
Yankai Lin
Zhiyuan Liu
Peng Li
Maosong Sun
Jie Zhou
285
83
0
12 Mar 2022
Can I see an Example? Active Learning the Long Tail of Attributes and Relations
British Machine Vision Conference (BMVC), 2022
Tyler L. Hayes
Maximilian Nickel
Christopher Kanan
Ludovic Denoyer
Arthur Szlam
VLM
174
3
0
11 Mar 2022
Deep Class Incremental Learning from Decentralized Data
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Xiaohan Zhang
Songlin Dong
Jinjie Chen
Qiaoling Tian
Yihong Gong
Xiaopeng Hong
CLL
183
12
0
11 Mar 2022
AGCN: Augmented Graph Convolutional Network for Lifelong Multi-label Image Recognition
IEEE International Conference on Multimedia and Expo (ICME), 2022
Kaile Du
Fan Lyu
Fuyuan Hu
Linyan Li
Wei Feng
Fenglei Xu
Qiming Fu
CLL
200
21
0
10 Mar 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Christian Simon
M. Faraki
Yi-Hsuan Tsai
Xiang Yu
S. Schulter
Yumin Suh
Mehrtash Harandi
Manmohan Chandraker
FedML
OOD
CLL
153
41
0
08 Mar 2022
On Steering Multi-Annotations per Sample for Multi-Task Learning
Yuan Li
Yiwen Guo
Qizhang Li
Hongzhi Zhang
W. Zuo
217
0
0
06 Mar 2022
Consistent Representation Learning for Continual Relation Extraction
Findings (Findings), 2022
Kang Zhao
Hua Xu
Jian Yang
Kai Gao
CLL
232
64
0
05 Mar 2022
Previous
1
2
3
...
12
13
14
...
17
18
19
Next
