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iCaRL: Incremental Classifier and Representation Learning
v1v2 (latest)

iCaRL: Incremental Classifier and Representation Learning

23 November 2016
Sylvestre-Alvise Rebuffi
Alexander Kolesnikov
G. Sperl
Christoph H. Lampert
    CLLOOD
ArXiv (abs)PDFHTML

Papers citing "iCaRL: Incremental Classifier and Representation Learning"

50 / 1,603 papers shown
Title
Future Gradient Descent for Adapting the Temporal Shifting Data
  Distribution in Online Recommendation Systems
Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems
Mao Ye
Ruichen Jiang
Haoxiang Wang
Dhruv Choudhary
Xiaocong Du
Bhargav Bhushanam
Aryan Mokhtari
A. Kejariwal
Qiang Liu
TTAOODAI4TS
82
8
0
02 Sep 2022
An Incremental Learning framework for Large-scale CTR Prediction
An Incremental Learning framework for Large-scale CTR Prediction
Petros Katsileros
Nikiforos Mandilaras
Dimitrios Mallis
Vassilis Pitsikalis
Stavros Theodorakis
Gil Chamiel Deeplab - Greece
CLL
31
9
0
01 Sep 2022
The Neural Process Family: Survey, Applications and Perspectives
The Neural Process Family: Survey, Applications and Perspectives
Saurav Jha
Dong Gong
Xuesong Wang
Richard Turner
L. Yao
BDL
164
24
0
01 Sep 2022
Dynamics-Adaptive Continual Reinforcement Learning via Progressive
  Contextualization
Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization
Tiantian Zhang
Zichuan Lin
Yuxing Wang
Deheng Ye
Qiang Fu
Wei Yang
Xueqian Wang
Bin Liang
Bo Yuan
Xiu Li
CLL
103
11
0
01 Sep 2022
Beyond Supervised Continual Learning: a Review
Beyond Supervised Continual Learning: a Review
Benedikt Bagus
A. Gepperth
Timothée Lesort
BDLCLL
83
10
0
30 Aug 2022
Anti-Retroactive Interference for Lifelong Learning
Anti-Retroactive Interference for Lifelong Learning
Runqi Wang
Yuxiang Bao
Baochang Zhang
Jianzhuang Liu
Wentao Zhu
Guodong Guo
KELMCLL
68
21
0
27 Aug 2022
Sustaining Fairness via Incremental Learning
Sustaining Fairness via Incremental Learning
Somnath Basu Roy Chowdhury
Snigdha Chaturvedi
FaMLCLL
82
4
0
25 Aug 2022
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA
  Task
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task
Stan Weixian Lei
Difei Gao
Jay Zhangjie Wu
Yuxuan Wang
Wei Liu
Meng Zhang
Mike Zheng Shou
71
38
0
24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
Yanbei Chen
Massimiliano Mancini
Xiatian Zhu
Zeynep Akata
157
121
0
24 Aug 2022
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge
Xiaofan Yu
Yunhui Guo
Sicun Gao
Tajana Simunic
CLLSSL
145
16
0
24 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models
Multi-domain Learning for Updating Face Anti-spoofing Models
Xiao Guo
Yaojie Liu
Anil Jain
Xiaoming Liu
CLLCVBM
92
31
0
23 Aug 2022
A Multi-Head Model for Continual Learning via Out-of-Distribution Replay
A Multi-Head Model for Continual Learning via Out-of-Distribution Replay
Gyuhak Kim
Zixuan Ke
Bin Liu
VLMCLLOODD
73
31
0
20 Aug 2022
Memorizing Complementation Network for Few-Shot Class-Incremental
  Learning
Memorizing Complementation Network for Few-Shot Class-Incremental Learning
Zhong Ji
Zhi Hou
Xiyao Liu
Yanwei Pang
Xuelong Li
CLL
76
50
0
11 Aug 2022
Patching open-vocabulary models by interpolating weights
Patching open-vocabulary models by interpolating weights
Gabriel Ilharco
Mitchell Wortsman
S. Gadre
Shuran Song
Hannaneh Hajishirzi
Simon Kornblith
Ali Farhadi
Ludwig Schmidt
VLMKELM
144
176
0
10 Aug 2022
Model-Free Generative Replay for Lifelong Reinforcement Learning:
  Application to Starcraft-2
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2
Z. Daniels
Aswin Raghavan
Jesse Hostetler
Abrar Rahman
Indranil Sur
M. Piacentino
Ajay Divakaran
CLLOffRL
93
13
0
09 Aug 2022
Continual Prune-and-Select: Class-incremental learning with specialized
  subnetworks
Continual Prune-and-Select: Class-incremental learning with specialized subnetworks
Aleksandr Dekhovich
David Tax
M. Sluiter
Miguel A. Bessa
CLL
70
21
0
09 Aug 2022
Delving into Effective Gradient Matching for Dataset Condensation
Delving into Effective Gradient Matching for Dataset Condensation
Zixuan Jiang
Jiaqi Gu
Mingjie Liu
David Z. Pan
DD
74
41
0
30 Jul 2022
Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric
  Framework for Exemplar-free Class-Incremental Learning
Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning
Chunwei Ma
Zhanghexuan Ji
Ziyun Huang
Yan Shen
Mingchen Gao
Jinhui Xu
99
1
0
28 Jul 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for
  Domain Incremental Learning
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning
Yabin Wang
Zhiwu Huang
Xiaopeng Hong
CLLVLM
130
226
0
26 Jul 2022
Online Continual Learning with Contrastive Vision Transformer
Online Continual Learning with Contrastive Vision Transformer
Zhen Wang
Liu Liu
Yajing Kong
Jiaxian Guo
Dacheng Tao
CLL
58
36
0
24 Jul 2022
UC-OWOD: Unknown-Classified Open World Object Detection
UC-OWOD: Unknown-Classified Open World Object Detection
Zhi-zong Wu
Yue Lu
Xingyu Chen
Zhengxing Wu
Liwen Kang
Junzhi Yu
97
57
0
23 Jul 2022
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free
  Replay
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay
Huan Liu
Li Gu
Zhixiang Chi
Yang Wang
Yuanhao Yu
Jun Chen
Jingshan Tang
106
90
0
22 Jul 2022
AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in
  Sequential Datasets
AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets
Yuqing Zhao
Divya Saxena
Jiannong Cao
CLL
80
13
0
22 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised
  Domain Adaptation
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation
Hongbin Lin
Yifan Zhang
Zhen Qiu
Shuaicheng Niu
Chuang Gan
Yanxia Liu
Mingkui Tan
CLL
80
38
0
22 Jul 2022
Novel Class Discovery without Forgetting
Novel Class Discovery without Forgetting
K. J. Joseph
S. Paul
Gaurav Aggarwal
Soma Biswas
Piyush Rai
Kai Han
V. Balasubramanian
CLL
115
43
0
21 Jul 2022
Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis
  in Hyperbolic Geometry
Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry
Yawen Cui
Zitong Yu
Wei Peng
Li Liu
CLL
74
13
0
20 Jul 2022
DC-BENCH: Dataset Condensation Benchmark
DC-BENCH: Dataset Condensation Benchmark
Justin Cui
Ruochen Wang
Si Si
Cho-Jui Hsieh
DD
102
77
0
20 Jul 2022
Don't Stop Learning: Towards Continual Learning for the CLIP Model
Don't Stop Learning: Towards Continual Learning for the CLIP Model
Yuxuan Ding
Lingqiao Liu
Chunna Tian
Jingyuan Yang
Haoxuan Ding
CLLVLMKELM
82
55
0
19 Jul 2022
Class-incremental Novel Class Discovery
Class-incremental Novel Class Discovery
Subhankar Roy
Mingxuan Liu
Zhun Zhong
N. Sebe
Elisa Ricci
CLL
76
45
0
18 Jul 2022
Learning with Recoverable Forgetting
Learning with Recoverable Forgetting
Jingwen Ye
Yifang Fu
Mingli Song
Xingyi Yang
Songhua Liu
Xin Jin
Mingli Song
Xinchao Wang
CLLKELM
113
42
0
17 Jul 2022
Federated Learning and catastrophic forgetting in pervasive computing:
  demonstration in HAR domain
Federated Learning and catastrophic forgetting in pervasive computing: demonstration in HAR domain
Anastasiia Usmanova
François Portet
P. Lalanda
Germán Vega
FedML
67
4
0
17 Jul 2022
Class-Incremental Lifelong Learning in Multi-Label Classification
Class-Incremental Lifelong Learning in Multi-Label Classification
Kaile Du
Linyan Li
Fan Lyu
Fuyuan Hu
Zhenping Xia
Fenglei Xu
CLL
71
4
0
16 Jul 2022
Continual Learning For On-Device Environmental Sound Classification
Continual Learning For On-Device Environmental Sound Classification
Yanghua Xiao
Xubo Liu
James King
Arshdeep Singh
Chng Eng Siong
Mark D. Plumbley
Wenwu Wang
CLL
74
11
0
15 Jul 2022
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable
  Network
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network
Guimei Cao
Zhanzhan Cheng
Yunlu Xu
Duo Li
Shiliang Pu
Yi Niu
Leilei Gan
CLL
77
2
0
14 Jul 2022
Domain adaptation strategies for cancer-independent detection of lymph
  node metastases
Domain adaptation strategies for cancer-independent detection of lymph node metastases
Péter Bándi
M. Balkenhol
M. V. Dijk
Bram van Ginneken
Jeroen van der Laak
G. Litjens
OOD
30
1
0
13 Jul 2022
Contrastive Learning for Online Semi-Supervised General Continual
  Learning
Contrastive Learning for Online Semi-Supervised General Continual Learning
Nicolas Michel
Romain Negrel
Giovanni Chierchia
J. Bercher
CLLSSL
55
6
0
12 Jul 2022
Consistency is the key to further mitigating catastrophic forgetting in
  continual learning
Consistency is the key to further mitigating catastrophic forgetting in continual learning
Prashant Shivaram Bhat
Bahram Zonooz
Elahe Arani
CLL
63
17
0
11 Jul 2022
Online Continual Learning of End-to-End Speech Recognition Models
Online Continual Learning of End-to-End Speech Recognition Models
Muqiao Yang
Ian Lane
Shinji Watanabe
CLL
62
25
0
11 Jul 2022
Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning
Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning
Jinze Li
Yan Bai
Yihang Lou
Xiongkun Linghu
Jianzhong He
Shaoyun Xu
Tao Bai
VLMCLL
87
2
0
03 Jul 2022
Multi-Granularity Regularized Re-Balancing for Class Incremental
  Learning
Multi-Granularity Regularized Re-Balancing for Class Incremental Learning
Huitong Chen
Yu Wang
Q. Hu
CLL
90
16
0
30 Jun 2022
Teach me how to Interpolate a Myriad of Embeddings
Teach me how to Interpolate a Myriad of Embeddings
Shashanka Venkataramanan
Ewa Kijak
Laurent Amsaleg
Yannis Avrithis
84
2
0
29 Jun 2022
Continual Learning with Transformers for Image Classification
Continual Learning with Transformers for Image Classification
Beyza Ermis
Giovanni Zappella
Martin Wistuba
Aditya Rawal
Cédric Archambeau
CLL
83
22
0
28 Jun 2022
Graph Condensation via Receptive Field Distribution Matching
Graph Condensation via Receptive Field Distribution Matching
Mengyang Liu
Shanchuan Li
Xinshi Chen
Le Song
DD
127
53
0
28 Jun 2022
Sample Condensation in Online Continual Learning
Sample Condensation in Online Continual Learning
Mattia Sangermano
Antonio Carta
Andrea Cossu
D. Bacciu
DD
81
44
0
23 Jun 2022
Queried Unlabeled Data Improves and Robustifies Class-Incremental
  Learning
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
Tianlong Chen
Sijia Liu
Shiyu Chang
Lisa Amini
Zhangyang Wang
CLL
89
4
0
15 Jun 2022
Condensing Graphs via One-Step Gradient Matching
Condensing Graphs via One-Step Gradient Matching
Wei Jin
Xianfeng Tang
Haoming Jiang
Zheng Li
Danqing Zhang
Jiliang Tang
Bin Ying
DD
94
111
0
15 Jun 2022
Learn to Adapt: Robust Drift Detection in Security Domain
Learn to Adapt: Robust Drift Detection in Security Domain
Aditya Kuppa
Nhien-An Le-Khac
OOD
57
18
0
15 Jun 2022
Learning towards Synchronous Network Memorizability and Generalizability
  for Continual Segmentation across Multiple Sites
Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites
Jingyang Zhang
Peng Xue
Ran Gu
Yuning Gu
Mianxin Liu
Yongsheng Pan
Zhiming Cui
Jiawei Huang
Lei Ma
Dinggang Shen
CLL
82
8
0
14 Jun 2022
Lightweight Conditional Model Extrapolation for Streaming Data under
  Class-Prior Shift
Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior Shift
Paulina Tomaszewska
Christoph H. Lampert
54
0
0
10 Jun 2022
Remember the Past: Distilling Datasets into Addressable Memories for
  Neural Networks
Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks
Zhiwei Deng
Olga Russakovsky
FedMLDD
107
96
0
06 Jun 2022
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