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Gradient Episodic Memory for Continual Learning
v1v2v3v4v5v6 (latest)

Gradient Episodic Memory for Continual Learning

26 June 2017
David Lopez-Paz
MarcÁurelio Ranzato
    VLMCLL
ArXiv (abs)PDFHTML

Papers citing "Gradient Episodic Memory for Continual Learning"

50 / 1,594 papers shown
Title
Improving Continual Relation Extraction by Distinguishing Analogous
  Semantics
Improving Continual Relation Extraction by Distinguishing Analogous Semantics
Wenzheng Zhao
Yuanning Cui
Wei Hu
CLL
66
20
0
11 May 2023
Serial Contrastive Knowledge Distillation for Continual Few-shot
  Relation Extraction
Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction
Xin-Yue Wang
Zitao Wang
Wei Hu
CLLBDL
81
16
0
11 May 2023
Accelerating Batch Active Learning Using Continual Learning Techniques
Accelerating Batch Active Learning Using Continual Learning Techniques
Arnav M. Das
Gantavya Bhatt
M. Bhalerao
Vianne R. Gao
Rui Yang
J. Bilmes
VLMCLL
68
10
0
10 May 2023
Investigating Forgetting in Pre-Trained Representations Through
  Continual Learning
Investigating Forgetting in Pre-Trained Representations Through Continual Learning
Yun Luo
Zhen Yang
Xuefeng Bai
Fandong Meng
Jie Zhou
Yue Zhang
CLLKELM
103
17
0
10 May 2023
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on
  Wearable Medical Sensors
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors
Chia-Hao Li
N. Jha
107
8
0
09 May 2023
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning
Kishaan Jeeveswaran
Prashant Shivaram Bhat
Bahram Zonooz
Elahe Arani
CLL
84
22
0
08 May 2023
Multi-agent Continual Coordination via Progressive Task
  Contextualization
Multi-agent Continual Coordination via Progressive Task Contextualization
Lei Yuan
Lihe Li
Ziqian Zhang
Fuxiang Zhang
Cong Guan
Yang Yu
CLL
83
8
0
07 May 2023
On the Effectiveness of Equivariant Regularization for Robust Online
  Continual Learning
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning
Lorenzo Bonicelli
Matteo Boschini
Emanuele Frascaroli
Angelo Porrello
M. Pennisi
Giovanni Bellitto
S. Palazzo
C. Spampinato
Simone Calderara
CLL
60
3
0
05 May 2023
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
Zifeng Wang
Zheng Zhan
Yifan Gong
Yucai Shao
Stratis Ioannidis
Yanzhi Wang
Jennifer Dy
CLL
91
12
0
30 Apr 2023
The Ideal Continual Learner: An Agent That Never Forgets
The Ideal Continual Learner: An Agent That Never Forgets
Liangzu Peng
Paris V. Giampouras
René Vidal
CLL
183
30
0
29 Apr 2023
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D
  Object Detection
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection
Barza Nisar
Hruday Vishal Kanna Anand
Steven L. Waslander
79
1
0
27 Apr 2023
Evaluation of Regularization-based Continual Learning Approaches:
  Application to HAR
Evaluation of Regularization-based Continual Learning Approaches: Application to HAR
B. Kann
Sandra Castellanos-Paez
P. Lalanda
94
5
0
26 Apr 2023
A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource
  Allocation
A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation
Steffen Gracla
C. Bockelmann
Armin Dekorsy
52
3
0
25 Apr 2023
SequeL: A Continual Learning Library in PyTorch and JAX
SequeL: A Continual Learning Library in PyTorch and JAX
Nikolaos Dimitriadis
François Fleuret
P. Frossard
55
1
0
21 Apr 2023
A baseline on continual learning methods for video action recognition
A baseline on continual learning methods for video action recognition
Giulia Castagnolo
C. Spampinato
Francesco Rundo
Daniela Giordano
S. Palazzo
CLL
51
2
0
20 Apr 2023
Regularizing Second-Order Influences for Continual Learning
Regularizing Second-Order Influences for Continual Learning
Zhicheng Sun
Yadong Mu
G. Hua
CLL
70
25
0
20 Apr 2023
Open-World Continual Learning: Unifying Novelty Detection and Continual
  Learning
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
Gyuhak Kim
Changnan Xiao
Tatsuya Konishi
Zixuan Ke
Bin Liu
CLLOODD
77
15
0
20 Apr 2023
Adapter Learning in Pretrained Feature Extractor for Continual Learning
  of Diseases
Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases
Wentao Zhang
Yujun Huang
Tong Zhang
Qingsong Zou
Weishi Zheng
Ruixuan Wang
CLLMedIm
71
12
0
18 Apr 2023
A Study of Biologically Plausible Neural Network: The Role and
  Interactions of Brain-Inspired Mechanisms in Continual Learning
A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning
F. Sarfraz
Elahe Arani
Bahram Zonooz
62
3
0
13 Apr 2023
CoSDA: Continual Source-Free Domain Adaptation
CoSDA: Continual Source-Free Domain Adaptation
Hao Feng
Zhaorui Yang
He-Tuo Chen
Tianyu Pang
Chao Du
Minfeng Zhu
Wei Chen
Shuicheng Yan
CLLTTA
84
3
0
13 Apr 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion
  with C-LoRA
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA
James Smith
Yen-Chang Hsu
Lingyu Zhang
Ting Hua
Z. Kira
Yilin Shen
Hongxia Jin
DiffM
224
105
0
12 Apr 2023
Taxonomic Class Incremental Learning
Taxonomic Class Incremental Learning
Yuzhao Chen
Zonghua Li
Zhiyuan Hu
Nuno Vasconcelos
CLL
79
3
0
12 Apr 2023
Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated
  Learning
Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning
G. Legate
Lucas Caccia
Eugene Belilovsky
FedML
91
11
0
11 Apr 2023
iPINNs: Incremental learning for Physics-informed neural networks
iPINNs: Incremental learning for Physics-informed neural networks
Aleksandr Dekhovich
M. Sluiter
David Tax
Miguel A. Bessa
AI4CEDiffM
99
12
0
10 Apr 2023
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on
  Continual Learning
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning
Hongxiang Gao
Xingyao Wang
Zhenghua Chen
Min-man Wu
Jianqing Li
Chengyu Liu
51
10
0
10 Apr 2023
Federated Incremental Semantic Segmentation
Federated Incremental Semantic Segmentation
Jiahua Dong
Duzhen Zhang
Yang Cong
Wei Cong
Henghui Ding
Dengxin Dai
FedML
83
42
0
10 Apr 2023
PCR: Proxy-based Contrastive Replay for Online Class-Incremental
  Continual Learning
PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning
Huiwei Lin
Baoquan Zhang
Shanshan Feng
Xutao Li
Yunming Ye
CLL
81
60
0
10 Apr 2023
Does Continual Learning Equally Forget All Parameters?
Does Continual Learning Equally Forget All Parameters?
Haiyan Zhao
Dinesh Manocha
Guodong Long
Jing Jiang
Chengqi Zhang
CLLKELM
106
14
0
09 Apr 2023
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to
  Diversify Learning Data Samples
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples
Xiwen Chen
Huayu Li
Rahul Amin
Abolfazl Razi
48
3
0
09 Apr 2023
Exploring Data Geometry for Continual Learning
Exploring Data Geometry for Continual Learning
Zhi Gao
C. Xu
Feng Li
Yunde Jia
Mehrtash Harandi
Yuwei Wu
CLL
76
12
0
08 Apr 2023
Continual Detection Transformer for Incremental Object Detection
Continual Detection Transformer for Incremental Object Detection
Yaoyao Liu
Bernt Schiele
Andrea Vedaldi
Christian Rupprecht
CLL
81
56
0
06 Apr 2023
Knowledge Accumulation in Continually Learned Representations and the
  Issue of Feature Forgetting
Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting
Timm Hess
Eli Verwimp
Gido M. van de Ven
Tinne Tuytelaars
CLL
126
9
0
03 Apr 2023
Online Distillation with Continual Learning for Cyclic Domain Shifts
Online Distillation with Continual Learning for Cyclic Domain Shifts
Joachim Houyon
A. Cioppa
Yasir Ghunaim
Motasem Alfarra
Anaïs Halin
Maxim Henry
Guohao Li
Marc Van Droogenbroeck
CLL
58
8
0
03 Apr 2023
Towards Adversarially Robust Continual Learning
Towards Adversarially Robust Continual Learning
Tao Bai
Chen Chen
Lingjuan Lyu
Jun Zhao
Bihan Wen
AAML
88
9
0
31 Mar 2023
Projected Latent Distillation for Data-Agnostic Consolidation in
  Distributed Continual Learning
Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning
Antonio Carta
Andrea Cossu
Vincenzo Lomonaco
D. Bacciu
Joost van de Weijer
FedML
54
5
0
28 Mar 2023
CoDeC: Communication-Efficient Decentralized Continual Learning
CoDeC: Communication-Efficient Decentralized Continual Learning
Sakshi Choudhary
Sai Aparna Aketi
Gobinda Saha
Kaushik Roy
CLL
84
3
0
27 Mar 2023
Forget-free Continual Learning with Soft-Winning SubNetworks
Forget-free Continual Learning with Soft-Winning SubNetworks
Haeyong Kang
Jaehong Yoon
Sultan Rizky Hikmawan Madjid
Sung Ju Hwang
Chang D. Yoo
CLL
105
4
0
27 Mar 2023
Addressing the Challenges of Open-World Object Detection
Addressing the Challenges of Open-World Object Detection
David Pershouse
Feras Dayoub
Dimity Miller
Niko Sünderhauf
ObjD
54
3
0
27 Mar 2023
Prototype-Sample Relation Distillation: Towards Replay-Free Continual
  Learning
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning
Nader Asadi
Mohammad Davar
Sudhir Mudur
Rahaf Aljundi
Eugene Belilovsky
CLL
89
37
0
26 Mar 2023
Preserving Linear Separability in Continual Learning by Backward Feature
  Projection
Preserving Linear Separability in Continual Learning by Backward Feature Projection
Qiao Gu
Dongsub Shim
Florian Shkurti
CLLKELM
52
12
0
26 Mar 2023
Remind of the Past: Incremental Learning with Analogical Prompts
Remind of the Past: Incremental Learning with Analogical Prompts
Zhiheng Ma
Xiaopeng Hong
Beinan Liu
Yabin Wang
Pinyue Guo
Huiyun Li
CLL
89
1
0
24 Mar 2023
Adiabatic replay for continual learning
Adiabatic replay for continual learning
Alexander Krawczyk
A. Gepperth
80
3
0
23 Mar 2023
AdaCL:Adaptive Continual Learning
AdaCL:Adaptive Continual Learning
Elif Ceren Gok
Murat Onur Yildirim
Mert Kilickaya
Joaquin Vanschoren
CLL
99
1
0
23 Mar 2023
Dense Network Expansion for Class Incremental Learning
Dense Network Expansion for Class Incremental Learning
Zhiyuan Hu
Yunsheng Li
J. Lyu
Dashan Gao
Nuno Vasconcelos
CLL
151
47
0
22 Mar 2023
Continual Learning in the Presence of Spurious Correlation
Continual Learning in the Presence of Spurious Correlation
Donggyu Lee
Sangwon Jung
Taesup Moon
CLL
71
1
0
21 Mar 2023
Assessor-Guided Learning for Continual Environments
Assessor-Guided Learning for Continual Environments
M. A. Ma'sum
Mahardhika Pratama
E. Lughofer
Weiping Ding
W. Jatmiko
74
13
0
21 Mar 2023
Computationally Budgeted Continual Learning: What Does Matter?
Computationally Budgeted Continual Learning: What Does Matter?
Ameya Prabhu
Hasan Hammoud
P. Dokania
Philip Torr
Ser-Nam Lim
Guohao Li
Adel Bibi
CLL
81
64
0
20 Mar 2023
Non-Exemplar Online Class-incremental Continual Learning via
  Dual-prototype Self-augment and Refinement
Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement
Fushuo Huo
Wenchao Xu
Jingcai Guo
Yining Qi
Yunfeng Fan
Song Guo
CLL
134
16
0
20 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep
SIESTA: Efficient Online Continual Learning with Sleep
Md Yousuf Harun
Jhair Gallardo
Tyler L. Hayes
Ronald Kemker
Christopher Kanan
CLL
119
20
0
19 Mar 2023
Fixed Design Analysis of Regularization-Based Continual Learning
Fixed Design Analysis of Regularization-Based Continual Learning
Haoran Li
Jingfeng Wu
Vladimir Braverman
CLL
74
13
0
17 Mar 2023
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