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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
Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image Recognition
Kai Wang
Xialei Liu
Andrew D. Bagdanov
Luis Herranz
Shang Rui
Joost van de Weijer
CLL
VLM
260
11
0
09 Nov 2021
TaskDrop: A Competitive Baseline for Continual Learning of Sentiment Classification
Jianping Mei
Yilun Zheng
Qianwei Zhou
Rui Yan
VLM
CLL
205
6
0
05 Nov 2021
Continual Adaptation of Semantic Segmentation using Complementary 2D-3D Data Representations
IEEE Robotics and Automation Letters (RA-L), 2021
Jonas Frey
Hermann Blum
Francesco Milano
Roland Siegwart
Cesar Cadena
194
15
0
03 Nov 2021
One Pass ImageNet
Huiyi Hu
Ang Li
Daniele Calandriello
Dilan Görür
VLM
115
21
0
03 Nov 2021
Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
Neural Information Processing Systems (NeurIPS), 2021
Guangyuan Shi
Jiaxin Chen
Wenlong Zhang
Li-Ming Zhan
Xiao-Ming Wu
CLL
389
189
0
30 Oct 2021
Mixture-of-Variational-Experts for Continual Learning
Y. Yin
Yu Wang
CLL
FedML
330
10
0
25 Oct 2021
Wide Neural Networks Forget Less Catastrophically
International Conference on Machine Learning (ICML), 2021
Seyed Iman Mirzadeh
Arslan Chaudhry
Dong Yin
Huiyi Hu
Razvan Pascanu
Dilan Görür
Mehrdad Farajtabar
CLL
317
77
0
21 Oct 2021
Center Loss Regularization for Continual Learning
Kaustubh Olpadkar
Ekta Gavas
CLL
166
1
0
21 Oct 2021
HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification
British Machine Vision Conference (BMVC), 2021
Kai Wang
Xialei Liu
Luis Herranz
Joost van de Weijer
CLL
210
4
0
21 Oct 2021
Class Incremental Online Streaming Learning
S. Banerjee
Vinay Kumar Verma
T. Parag
M. Singh
Vinay P. Namboodiri
CLL
153
4
0
20 Oct 2021
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference
Hyun-woo Koh
Dahyun Kim
Jung-Woo Ha
Jonghyun Choi
CLL
194
79
0
19 Oct 2021
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning
Taimur Hassan
Bilal Hassan
M. Akram
Shahrukh K Hashmi
A. Taguri
Naoufel Werghi
OOD
198
21
0
18 Oct 2021
Online Continual Learning Via Candidates Voting
Jiangpeng He
Fengqing Zhu
CLL
181
20
0
17 Oct 2021
Reminding the Incremental Language Model via Data-Free Self-Distillation
Han Wang
Ruiliu Fu
Chengzhang Li
Xuejun Zhang
Jun Zhou
Yonghong Yan
CLL
199
3
0
17 Oct 2021
Towards Better Plasticity-Stability Trade-off in Incremental Learning: A Simple Linear Connector
Guoliang Lin
Hanlu Chu
Hanjiang Lai
MoMe
CLL
225
64
0
15 Oct 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay
C. Kim
Jinseo Jeong
Sang-chul Moon
Gunhee Kim
CLL
272
50
0
14 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5
Chengwei Qin
Shafiq Joty
CLL
391
122
0
14 Oct 2021
Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning
Soobee Lee
Minindu Weerakoon
Jonghyun Choi
Minjia Zhang
Di Wang
Myeongjae Jeon
139
2
0
14 Oct 2021
Representational Continuity for Unsupervised Continual Learning
Divyam Madaan
Jaehong Yoon
Yuanchun Li
Yunxin Liu
Sung Ju Hwang
CLL
SSL
345
136
0
13 Oct 2021
Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks
Ghada Sokar
Decebal Constantin Mocanu
Mykola Pechenizkiy
CLL
302
9
0
11 Oct 2021
Continual Learning with Differential Privacy
International Conference on Neural Information Processing (ICONIP), 2021
Pradnya Desai
Phung Lai
Nhathai Phan
My T. Thai
109
9
0
11 Oct 2021
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning
Neural Information Processing Systems (NeurIPS), 2021
Danruo Deng
Guangyong Chen
Jianye Hao
Qiong Wang
Pheng-Ann Heng
CLL
AAML
134
98
0
09 Oct 2021
CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability
Martin Mundt
Steven Braun
Quentin Delfosse
Kristian Kersting
236
38
0
07 Oct 2021
Objects in Semantic Topology
Shuo Yang
Pei Sun
Yi Jiang
Xiaobo Xia
Ruiheng Zhang
Zehuan Yuan
Changhu Wang
Ping Luo
Min Xu
ObjD
254
36
0
06 Oct 2021
Hypernetworks for Continual Semi-Supervised Learning
Dhanajit Brahma
Vinay Kumar Verma
Piyush Rai
BDL
CLL
161
14
0
05 Oct 2021
Powerpropagation: A sparsity inducing weight reparameterisation
Jonathan Richard Schwarz
Siddhant M. Jayakumar
Razvan Pascanu
P. Latham
Yee Whye Teh
377
58
0
01 Oct 2021
DualNet: Continual Learning, Fast and Slow
Quang Pham
Chenghao Liu
Guosheng Lin
CLL
287
49
0
01 Oct 2021
Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness
Zhenyi Wang
Tiehang Duan
Le Fang
Qiuling Suo
Mingchen Gao
374
20
0
29 Sep 2021
Recent Advances of Continual Learning in Computer Vision: An Overview
IET Computer Vision (ICV), 2021
Haoxuan Qu
Hossein Rahmani
Kepeng Xu
Bryan M. Williams
Jun Liu
VLM
CLL
502
98
0
23 Sep 2021
SLAW: Scaled Loss Approximate Weighting for Efficient Multi-Task Learning
M. Crawshaw
Jana Kosecka
145
9
0
16 Sep 2021
Life-Long Multi-Task Learning of Adaptive Path Tracking Policy for Autonomous Vehicle
Cheng Gong
Jian-wei Gong
Chao Lu
Yanfeng Guo
Zirui Li
168
1
0
15 Sep 2021
Saliency Guided Experience Packing for Replay in Continual Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Gobinda Saha
Kaushik Roy
VLM
KELM
CLL
262
25
0
10 Sep 2021
Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision
Zhong Ji
Jin Li
Qiang Wang
Zhongfei Zhang
CLL
191
21
0
03 Sep 2021
Prototype-Guided Memory Replay for Continual Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Stella Ho
Ming Liu
Lan Du
Longxiang Gao
Yong Xiang
CLL
302
48
0
28 Aug 2021
Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
International Conference on Learning Representations (ICLR), 2021
Lucio Dery
Yann N. Dauphin
David Grangier
MoMe
179
29
0
25 Aug 2021
Principal Gradient Direction and Confidence Reservoir Sampling for Continual Learning
International Conference on Artificial Neural Networks (ICANN), 2021
Zhiyi Chen
Tong Lin
CLL
74
1
0
21 Aug 2021
Continual Learning for Image-Based Camera Localization
Shuzhe Wang
Zakaria Laskar
Iaroslav Melekhov
Xiaotian Li
Arno Solin
CLL
168
28
0
20 Aug 2021
Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data
Yong Deng
Ozan Sener
V. Koltun
CLL
218
92
0
20 Aug 2021
An Investigation of Replay-based Approaches for Continual Learning
Benedikt Bagus
A. Gepperth
CLL
188
41
0
15 Aug 2021
Continual Semi-Supervised Learning through Contrastive Interpolation Consistency
Pattern Recognition Letters (PR), 2021
Matteo Boschini
Pietro Buzzega
Lorenzo Bonicelli
Angelo Porrello
Simone Calderara
CLL
183
47
0
14 Aug 2021
Incremental Learning for Personalized Recommender Systems
Yunbo Ouyang
Jun Shi
Haichao Wei
Huiji Gao
BDL
CLL
OffRL
86
4
0
13 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations
IEEE International Conference on Computer Vision (ICCV), 2021
Zike Yan
Yuxin Tian
Xuesong Shi
Ping Guo
Peng Wang
H. Zha
CLL
173
52
0
12 Aug 2021
An EM Framework for Online Incremental Learning of Semantic Segmentation
ACM Multimedia (ACM MM), 2021
Shipeng Yan
Jiale Zhou
Jiangwei Xie
Songyang Zhang
Xuming He
CLL
156
43
0
08 Aug 2021
Learning to Transfer with von Neumann Conditional Divergence
AAAI Conference on Artificial Intelligence (AAAI), 2021
Ammar Shaker
Shujian Yu
Daniel Oñoro-Rubio
OOD
DRL
194
1
0
07 Aug 2021
Sequoia: A Software Framework to Unify Continual Learning Research
Fabrice Normandin
Florian Golemo
O. Ostapenko
Pau Rodríguez López
Matthew D Riemer
...
Dominic Zhao
Timothée Lesort
Laurent Charlin
Irina Rish
Massimo Caccia
CLL
493
22
0
02 Aug 2021
Towards Continual Entity Learning in Language Models for Conversational Agents
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I. Bulyko
KELM
199
1
0
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Kernel Continual Learning
Mohammad Mahdi Derakhshani
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
CLL
BDL
VLM
212
41
0
12 Jul 2021
Lifelong Twin Generative Adversarial Networks
International Conference on Information Photonics (ICIP), 2021
Fei Ye
A. Bors
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112
14
0
09 Jul 2021
Lifelong Mixture of Variational Autoencoders
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Fei Ye
A. Bors
DRL
131
33
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Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research
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E. Crawley
B. Cameron
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263
6
0
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