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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 Feature Generalizability with Multitask Learning in Class
  Incremental Learning
Improving Feature Generalizability with Multitask Learning in Class Incremental Learning
Dongpeng Ma
Chi Ian Tang
Cecilia Mascolo
CLL
41
4
0
26 Apr 2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in
  Semantic Segmentation
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation
A. Saporta
Arthur Douillard
Tuan-Hung Vu
Patrick Pérez
Matthieu Cord
CLL
97
21
0
25 Apr 2022
Memory Bounds for Continual Learning
Memory Bounds for Continual Learning
Xi Chen
Christos H. Papadimitriou
Binghui Peng
CLLLRM
74
24
0
22 Apr 2022
Understanding and Preventing Capacity Loss in Reinforcement Learning
Understanding and Preventing Capacity Loss in Reinforcement Learning
Clare Lyle
Mark Rowland
Will Dabney
CLL
105
116
0
20 Apr 2022
An Efficient Domain-Incremental Learning Approach to Drive in All
  Weather Conditions
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
M. Jehanzeb Mirza
Marc Masana
Horst Possegger
Horst Bischof
CLL
91
84
0
19 Apr 2022
Entropy-based Stability-Plasticity for Lifelong Learning
Entropy-based Stability-Plasticity for Lifelong Learning
Vladimir Araujo
J. Hurtado
Alvaro Soto
Marie-Francine Moens
CLL
71
15
0
18 Apr 2022
Continual Hippocampus Segmentation with Transformers
Continual Hippocampus Segmentation with Transformers
Amin Ranem
Camila González
Anirban Mukhopadhyay
MedImCLL
60
16
0
17 Apr 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event
  Detection
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection
Minqian Liu
Shiyu Chang
Lifu Huang
KELMCLL
88
29
0
15 Apr 2022
Self-Supervised Traffic Advisors: Distributed, Multi-view Traffic
  Prediction for Smart Cities
Self-Supervised Traffic Advisors: Distributed, Multi-view Traffic Prediction for Smart Cities
Jiankai Sun
Shreyas Kousik
David Fridovich-Keil
Mac Schwager
63
5
0
13 Apr 2022
Forgetting and Imbalance in Robot Lifelong Learning with Off-policy Data
Forgetting and Imbalance in Robot Lifelong Learning with Off-policy Data
Wenxuan Zhou
Steven Bohez
Jan Humplik
A. Abdolmaleki
Dushyant Rao
Markus Wulfmeier
Tuomas Haarnoja
N. Heess
OffRL
76
6
0
12 Apr 2022
LifeLonger: A Benchmark for Continual Disease Classification
LifeLonger: A Benchmark for Continual Disease Classification
Mohammad Mahdi Derakhshani
Ivona Najdenkoska
Tom van Sonsbeek
Xiantong Zhen
Dwarikanath Mahapatra
M. Worring
Cees G. M. Snoek
61
31
0
12 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot
  Object Detection
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection
Karim Guirguis
Ahmed Hendawy
George Eskandar
Mohamed Abdelsamad
Matthias Kayser
Jürgen Beyerer
61
16
0
11 Apr 2022
DualPrompt: Complementary Prompting for Rehearsal-free Continual
  Learning
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
Zifeng Wang
Zizhao Zhang
Sayna Ebrahimi
Ruoxi Sun
Han Zhang
...
Xiaoqi Ren
Guolong Su
Vincent Perot
Jennifer Dy
Tomas Pfister
CLLVLMVPVLM
134
506
0
10 Apr 2022
Information-theoretic Online Memory Selection for Continual Learning
Information-theoretic Online Memory Selection for Continual Learning
Shengyang Sun
Daniele Calandriello
Huiyi Hu
Ang Li
Michalis K. Titsias
CLL
68
52
0
10 Apr 2022
Class-Incremental Learning with Strong Pre-trained Models
Class-Incremental Learning with Strong Pre-trained Models
Tz-Ying Wu
Gurumurthy Swaminathan
Zhizhong Li
Avinash Ravichandran
Nuno Vasconcelos
Rahul Bhotika
Stefano Soatto
CLL
139
67
0
07 Apr 2022
Re-examining Distillation For Continual Object Detection
Re-examining Distillation For Continual Object Detection
Eli Verwimp
Kuo Yang
Sarah Parisot
Hong Lanqing
Jingyu Sun
Eduardo Pérez-Pellitero
Matthias De Lange
Tinne Tuytelaars
VLM
111
6
0
04 Apr 2022
Revisiting a kNN-based Image Classification System with High-capacity
  Storage
Revisiting a kNN-based Image Classification System with High-capacity Storage
K. Nakata
Youyang Ng
Daisuke Miyashita
A. Maki
Yu Lin
J. Deguchi
103
26
0
03 Apr 2022
A Closer Look at Rehearsal-Free Continual Learning
A Closer Look at Rehearsal-Free Continual Learning
James Smith
Junjiao Tian
Shaunak Halbe
Yen-Chang Hsu
Z. Kira
VLMCLL
116
67
0
31 Mar 2022
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
Da-Wei Zhou
Han-Jia Ye
Liang Ma
Di Xie
Shiliang Pu
De-Chuan Zhan
CLL
110
129
0
31 Mar 2022
Constrained Few-shot Class-incremental Learning
Constrained Few-shot Class-incremental Learning
Michael Hersche
G. Karunaratne
G. Cherubini
Luca Benini
Abu Sebastian
Abbas Rahimi
CLL
112
143
0
30 Mar 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken
  Keyword Spotting
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting
Yanghua Xiao
Nana Hou
Eng Siong Chng
CLL
68
15
0
30 Mar 2022
Continual Normalization: Rethinking Batch Normalization for Online
  Continual Learning
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning
Quang Pham
Chenghao Liu
Guosheng Lin
BDLOnRL
85
60
0
30 Mar 2022
Online Continual Learning on a Contaminated Data Stream with Blurry Task
  Boundaries
Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries
Jihwan Bang
Hyun-woo Koh
Seulki Park
Hwanjun Song
Jung-Woo Ha
Jonghyun Choi
CLL
104
40
0
29 Mar 2022
Energy-based Latent Aligner for Incremental Learning
Energy-based Latent Aligner for Incremental Learning
K. J. Joseph
Salman Khan
Fahad Shahbaz Khan
Rao Muhammad Anwer
V. Balasubramanian
CLL
96
48
0
28 Mar 2022
Gradient-Matching Coresets for Rehearsal-Based Continual Learning
Gradient-Matching Coresets for Rehearsal-Based Continual Learning
Lukas Balles
Giovanni Zappella
Cédric Archambeau
CLL
55
3
0
28 Mar 2022
Quantum continual learning of quantum data realizing knowledge backward
  transfer
Quantum continual learning of quantum data realizing knowledge backward transfer
Haozhen Situ
Tianxiang Lu
Minghua Pan
Lvzhou Li
CLL
45
7
0
26 Mar 2022
Probing Representation Forgetting in Supervised and Unsupervised
  Continual Learning
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning
Mohammad-Javad Davari
Nader Asadi
Sudhir Mudur
Rahaf Aljundi
Eugene Belilovsky
CLLKELM
60
76
0
24 Mar 2022
Towards Exemplar-Free Continual Learning in Vision Transformers: an
  Account of Attention, Functional and Weight Regularization
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization
Francesco Pelosin
Saurav Jha
A. Torsello
Bogdan Raducanu
Joost van de Weijer
CLL
117
31
0
24 Mar 2022
Continual Learning and Private Unlearning
Continual Learning and Private Unlearning
B. Liu
Qian Liu
Peter Stone
CLLMU
96
62
0
24 Mar 2022
Asynchronous Collaborative Learning Across Data Silos
Asynchronous Collaborative Learning Across Data Silos
Tiffany Tuor
J. Lockhart
Daniele Magazzeni
FedML
72
3
0
23 Mar 2022
Online Continual Learning for Embedded Devices
Online Continual Learning for Embedded Devices
Tyler L. Hayes
Christopher Kanan
CLL
96
56
0
21 Mar 2022
Continual Sequence Generation with Adaptive Compositional Modules
Continual Sequence Generation with Adaptive Compositional Modules
Yanzhe Zhang
Xuezhi Wang
Diyi Yang
KELMCLL
100
43
0
20 Mar 2022
Continual Learning Based on OOD Detection and Task Masking
Continual Learning Based on OOD Detection and Task Masking
Gyuhak Kim
Sepideh Esmaeilpour
Changnan Xiao
Bing-Quan Liu
OODDCLL
57
18
0
17 Mar 2022
Continuous Detection, Rapidly React: Unseen Rumors Detection based on
  Continual Prompt-Tuning
Continuous Detection, Rapidly React: Unseen Rumors Detection based on Continual Prompt-Tuning
Yuhui Zuo
Wei Zhu
Guoyong Cai
CLLVLM
90
11
0
16 Mar 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's
  Disease Classification
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification
Tian Xia
Pedro Sanchez
C. Qin
Sotirios A. Tsaftaris
OODMedIm
97
13
0
15 Mar 2022
Continual Prompt Tuning for Dialog State Tracking
Continual Prompt Tuning for Dialog State Tracking
Qi Zhu
Bing Li
Fei Mi
Xiaoyan Zhu
Minlie Huang
CLLKELM
92
60
0
13 Mar 2022
Sparsity and Heterogeneous Dropout for Continual Learning in the Null
  Space of Neural Activations
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
75
18
0
12 Mar 2022
ELLE: Efficient Lifelong Pre-training for Emerging Data
ELLE: Efficient Lifelong Pre-training for Emerging Data
Yujia Qin
Jiajie Zhang
Yankai Lin
Zhiyuan Liu
Peng Li
Maosong Sun
Jie Zhou
122
74
0
12 Mar 2022
Lifelong Adaptive Machine Learning for Sensor-based Human Activity
  Recognition Using Prototypical Networks
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks
Rebecca Adaimi
Edison Thomaz
CLL
57
15
0
11 Mar 2022
Memory Efficient Continual Learning with Transformers
Memory Efficient Continual Learning with Transformers
Beyza Ermis
Giovanni Zappella
Martin Wistuba
Aditya Rawal
Cédric Archambeau
CLL
84
46
0
09 Mar 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning
On Generalizing Beyond Domains in Cross-Domain Continual Learning
Christian Simon
M. Faraki
Yi-Hsuan Tsai
Xiang Yu
S. Schulter
Yumin Suh
Mehrtash Harandi
Manmohan Chandraker
FedMLOODCLL
68
32
0
08 Mar 2022
Dynamic Template Selection Through Change Detection for Adaptive Siamese
  Tracking
Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking
M. Kiran
Le Thanh Nguyen-Meidine
R. Sahay
Rafael M. O. Cruz
Louis-Antoine Blais-Morin
Eric Granger
54
2
0
07 Mar 2022
On Steering Multi-Annotations per Sample for Multi-Task Learning
On Steering Multi-Annotations per Sample for Multi-Task Learning
Yuan Li
Yiwen Guo
Qizhang Li
Hongzhi Zhang
W. Zuo
63
0
0
06 Mar 2022
Consistent Representation Learning for Continual Relation Extraction
Consistent Representation Learning for Continual Relation Extraction
Kang Zhao
Hua Xu
Jian Yang
Kai Gao
CLL
78
57
0
05 Mar 2022
Acceleration of Federated Learning with Alleviated Forgetting in Local
  Training
Acceleration of Federated Learning with Alleviated Forgetting in Local Training
Chencheng Xu
Zhiwei Hong
Minlie Huang
Tao Jiang
FedML
88
47
0
05 Mar 2022
Continual Few-shot Relation Learning via Embedding Space Regularization
  and Data Augmentation
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation
Chengwei Qin
Shafiq Joty
BDLCLL
76
38
0
04 Mar 2022
Learning Incrementally to Segment Multiple Organs in a CT Image
Learning Incrementally to Segment Multiple Organs in a CT Image
Peng Liu
Xia Wang
Mengsi Fan
Hongli Pan
Minmin Yin
...
Xiaoying Zhao
Li Xiao
Liangjing Ding
Xingwang Wu
S. Kevin Zhou
CLL
72
22
0
04 Mar 2022
Provable and Efficient Continual Representation Learning
Provable and Efficient Continual Representation Learning
Yingcong Li
Mingchen Li
M. Salman Asif
Samet Oymak
CLL
61
13
0
03 Mar 2022
Continual Learning of Multi-modal Dynamics with External Memory
Continual Learning of Multi-modal Dynamics with External Memory
Abdullah Akgul
Gözde B. Ünal
M. Kandemir
CLL
57
0
0
02 Mar 2022
A Versatile Agent for Fast Learning from Human Instructors
A Versatile Agent for Fast Learning from Human Instructors
Yiwen Chen
Zedong Zhang
Hao-Kang Liu
Jiayi Tan
C. Chew
Marcelo H. Ang Jr
33
0
0
01 Mar 2022
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