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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
An Investigation of the Combination of Rehearsal and Knowledge
  Distillation in Continual Learning for Spoken Language Understanding
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding
Umberto Cappellazzo
Daniele Falavigna
Alessio Brutti
CLL
61
2
0
15 Nov 2022
Hierarchically Structured Task-Agnostic Continual Learning
Hierarchically Structured Task-Agnostic Continual Learning
Heinke Hihn
Daniel A. Braun
BDLCLL
91
9
0
14 Nov 2022
FedTracker: Furnishing Ownership Verification and Traceability for
  Federated Learning Model
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
Shuo Shao
Wenyuan Yang
Hanlin Gu
Zhan Qin
Lixin Fan
Qiang Yang
Kui Ren
FedML
89
33
0
14 Nov 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for
  Incremental Segmentation
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
Zekang Zhang
Guangyu Gao
Zhiyuan Fang
Jianbo Jiao
Yunchao Wei
CLL
67
31
0
13 Nov 2022
Mitigating Forgetting in Online Continual Learning via Contrasting
  Semantically Distinct Augmentations
Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct Augmentations
Shenghao Yu
Wei-Chen Chiu
CLL
20
1
0
10 Nov 2022
Cold Start Streaming Learning for Deep Networks
Cold Start Streaming Learning for Deep Networks
Cameron R. Wolfe
Anastasios Kyrillidis
CLL
55
2
0
09 Nov 2022
A Survey on Computer Vision based Human Analysis in the COVID-19 Era
A Survey on Computer Vision based Human Analysis in the COVID-19 Era
Fevziye Irem Eyiokur
Alperen Kantarci
M. Erakin
Naser Damer
Ferda Ofli
...
Janez Križaj
A. Salah
Alexander Waibel
Vitomir Štruc
H. K. Ekenel
77
21
0
07 Nov 2022
Momentum-based Weight Interpolation of Strong Zero-Shot Models for
  Continual Learning
Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning
Zafir Stojanovski
Karsten Roth
Zeynep Akata
67
17
0
06 Nov 2022
Prototypical quadruplet for few-shot class incremental learning
Prototypical quadruplet for few-shot class incremental learning
Sanchar Palit
Biplab Banerjee
S. Chaudhuri
CLL
16
2
0
05 Nov 2022
A Theoretical Study on Solving Continual Learning
A Theoretical Study on Solving Continual Learning
Gyuhak Kim
Changnan Xiao
Tatsuya Konishi
Zixuan Ke
Bin Liu
CLL
86
78
0
04 Nov 2022
Learning Tool Morphology for Contact-Rich Manipulation Tasks with
  Differentiable Simulation
Learning Tool Morphology for Contact-Rich Manipulation Tasks with Differentiable Simulation
Mengxi Li
Rika Antonova
Dorsa Sadigh
Jeannette Bohg
50
6
0
04 Nov 2022
Harnessing the Power of Explanations for Incremental Training: A
  LIME-Based Approach
Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach
A. Mazumder
Niall Lyons
Ashutosh Pandey
Avik Santra
T. Mohsenin
FAtt
64
1
0
02 Nov 2022
Beyond Not-Forgetting: Continual Learning with Backward Knowledge
  Transfer
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
Sen Lin
Li Yang
Deliang Fan
Junshan Zhang
CLL
184
48
0
01 Nov 2022
Do Pre-trained Models Benefit Equally in Continual Learning?
Do Pre-trained Models Benefit Equally in Continual Learning?
Kuan-Ying Lee
Yuanyi Zhong
Yu-Xiong Wang
CLL
85
28
0
27 Oct 2022
Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic
  Forgetting in Automatic Speech Recognition
Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition
Steven Vander Eeckt
Hugo Van hamme
CLLMoMe
113
15
0
27 Oct 2022
SSD: Towards Better Text-Image Consistency Metric in Text-to-Image
  Generation
SSD: Towards Better Text-Image Consistency Metric in Text-to-Image Generation
Zhaorui Tan
Xi Yang
Zihan Ye
Qiufeng Wang
Yuyao Yan
Anh Nguyen
Kaizhu Huang
EGVM
82
3
0
27 Oct 2022
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn
  Continually or Train from Scratch?
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch?
E. Karthik
A. Kerbrat
P. Labauge
T. Granberg
J. Talbott
...
Massimo Filippi
R. Bakshi
V. Callot
Sarath Chandar
Julien Cohen-Adad
CLL
62
4
0
27 Oct 2022
Federated Continual Learning to Detect Accounting Anomalies in Financial
  Auditing
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
Marco Schreyer
Hamed Hemati
Damian Borth
M. Vasarhelyi
FedML
96
3
0
26 Oct 2022
On Robust Incremental Learning over Many Multilingual Steps
On Robust Incremental Learning over Many Multilingual Steps
Karan Praharaj
Irina Matveeva
CLL
52
1
0
25 Oct 2022
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Haotian Fu
Shangqun Yu
Michael Littman
George Konidaris
BDLOffRL
91
13
0
20 Oct 2022
An Improved Algorithm for Clustered Federated Learning
An Improved Algorithm for Clustered Federated Learning
Harsh Vardhan
A. Ghosh
A. Mazumdar
FedML
58
8
0
20 Oct 2022
Variational Model Perturbation for Source-Free Domain Adaptation
Variational Model Perturbation for Source-Free Domain Adaptation
Mengmeng Jing
Xiantong Zhen
Jingjing Li
Cees G. M. Snoek
93
27
0
19 Oct 2022
Exclusive Supermask Subnetwork Training for Continual Learning
Exclusive Supermask Subnetwork Training for Continual Learning
Prateek Yadav
Joey Tianyi Zhou
CLL
91
6
0
18 Oct 2022
Review learning: Real world validation of privacy preserving continual learning across medical institutions
Review learning: Real world validation of privacy preserving continual learning across medical institutions
Jaesung Yoo
Sung-Hyuk Choi
Yewon Yang
Suhyeon Kim
J. Choi
...
H. J. Joo
Dae-Jung Kim
R. Park
Hyeong-Jin Yoon
Kwangsoo Kim
OffRLKELM
86
0
0
17 Oct 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for
  Continual Learning
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Yejia Liu
Wang Zhu
Shaolei Ren
CLL
67
3
0
16 Oct 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong
  Learning in Task-Oriented Dialogue
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue
Ying Zhao
Yinhe Zheng
Zhiliang Tian
Chang Gao
Yu Bowen
Haiyang Yu
Yongbin Li
Jianguo Sun
N. Zhang
CLLOffRL
72
13
0
14 Oct 2022
Attribution-aware Weight Transfer: A Warm-Start Initialization for
  Class-Incremental Semantic Segmentation
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
Dipam Goswami
René Schuster
Joost van de Weijer
D. Stricker
CLL
88
18
0
13 Oct 2022
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental
  Semantic Segmentation
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation
Youngmin Oh
Donghyeon Baek
Bumsub Ham
CLL
52
27
0
13 Oct 2022
Task-Free Continual Learning via Online Discrepancy Distance Learning
Task-Free Continual Learning via Online Discrepancy Distance Learning
Fei Ye
A. Bors
CLL
132
29
0
12 Oct 2022
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
Lorenzo Bonicelli
Matteo Boschini
Angelo Porrello
C. Spampinato
Simone Calderara
CLL
72
48
0
12 Oct 2022
Continual Training of Language Models for Few-Shot Learning
Continual Training of Language Models for Few-Shot Learning
Zixuan Ke
Haowei Lin
Yijia Shao
Hu Xu
Lei Shu
Bin Liu
KELMBDLCLL
138
36
0
11 Oct 2022
Detect, Distill and Update: Learned DB Systems Facing Out of
  Distribution Data
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
M. Kurmanji
Peter Triantafillou
OODAAML
88
18
0
11 Oct 2022
Continual Learning by Modeling Intra-Class Variation
Continual Learning by Modeling Intra-Class Variation
L. Yu
Tianyang Hu
Lanqing Hong
Zhen Liu
Adrian Weller
Weiyang Liu
CLL
83
13
0
11 Oct 2022
Learning "O" Helps for Learning More: Handling the Concealed Entity
  Problem for Class-incremental NER
Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER
Ruotian Ma
Xuanting Chen
Lin Zhang
Xin Zhou
Junzhe Wang
Tao Gui
Qi Zhang
Xiang Gao
Yunwen Chen
95
9
0
10 Oct 2022
A Memory Transformer Network for Incremental Learning
A Memory Transformer Network for Incremental Learning
Ahmet Iscen
Thomas Bird
Mathilde Caron
Alireza Fathi
Cordelia Schmid
CLL
162
14
0
10 Oct 2022
Grow and Merge: A Unified Framework for Continuous Categories Discovery
Grow and Merge: A Unified Framework for Continuous Categories Discovery
Xinwei Zhang
Jianwen Jiang
Yutong Feng
Zhi-Fan Wu
Xibin Zhao
Hai Wan
Mingqian Tang
Rong Jin
Yue Gao
CLL
78
31
0
09 Oct 2022
TAME: Task Agnostic Continual Learning using Multiple Experts
TAME: Task Agnostic Continual Learning using Multiple Experts
Haoran Zhu
Maryam Majzoubi
Arihant Jain
A. Choromańska
OOD
54
3
0
08 Oct 2022
CLIP model is an Efficient Continual Learner
CLIP model is an Efficient Continual Learner
Vishal Thengane
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
BDLVLMCLL
173
51
0
06 Oct 2022
Continuous Diagnosis and Prognosis by Controlling the Update Process of
  Deep Neural Networks
Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks
Chenxi Sun
Hongyan Li
Moxian Song
D. Cai
B. Zhang
linda Qiao
71
10
0
06 Oct 2022
Topological Continual Learning with Wasserstein Distance and Barycenter
Topological Continual Learning with Wasserstein Distance and Barycenter
Tananun Songdechakraiwut
Xiaoshuang Yin
B. V. Veen
CLL
33
0
0
06 Oct 2022
On Neural Consolidation for Transfer in Reinforcement Learning
On Neural Consolidation for Transfer in Reinforcement Learning
Valentin Guillet
Dennis G. Wilson
Carlos Aguilar-Melchor
Emmanuel Rachelson
CLL
54
0
0
05 Oct 2022
ImpressLearn: Continual Learning via Combined Task Impressions
ImpressLearn: Continual Learning via Combined Task Impressions
Dhrupad Bhardwaj
Julia Kempe
Artem Vysogorets
Angel Teng
Evaristus C. Ezekwem
VLMCLL
26
0
0
05 Oct 2022
How Relevant is Selective Memory Population in Lifelong Language
  Learning?
How Relevant is Selective Memory Population in Lifelong Language Learning?
Vladimir Araujo
Helena Balabin
J. Hurtado
Alvaro Soto
Marie-Francine Moens
CLLKELM
123
7
0
03 Oct 2022
Efficient Meta-Learning for Continual Learning with Taylor Expansion
  Approximation
Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation
Xiaohan Zou
Tong Lin
CLL
76
2
0
03 Oct 2022
HyperHawkes: Hypernetwork based Neural Temporal Point Process
HyperHawkes: Hypernetwork based Neural Temporal Point Process
Manisha Dubey
P. K. Srijith
M. Desarkar
AI4TS
229
1
0
01 Oct 2022
Task Formulation Matters When Learning Continually: A Case Study in
  Visual Question Answering
Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering
Mavina Nikandrou
Lu Yu
Alessandro Suglia
Ioannis Konstas
Verena Rieser
OOD
76
5
0
30 Sep 2022
Ensemble Machine Learning Model Trained on a New Synthesized Dataset
  Generalizes Well for Stress Prediction Using Wearable Devices
Ensemble Machine Learning Model Trained on a New Synthesized Dataset Generalizes Well for Stress Prediction Using Wearable Devices
Gideon Vos
Kelly Trinh
Zoltán Sarnyai
M. R. Azghadi
OOD
90
22
0
30 Sep 2022
Multiple Modes for Continual Learning
Multiple Modes for Continual Learning
Siddhartha Datta
N. Shadbolt
CLLMoMe
109
2
0
29 Sep 2022
RECALL: Rehearsal-free Continual Learning for Object Classification
RECALL: Rehearsal-free Continual Learning for Object Classification
Markus Wendelin Knauer
Maximilian Denninger
Rudolph Triebel
VLM
78
1
0
29 Sep 2022
A simple but strong baseline for online continual learning: Repeated
  Augmented Rehearsal
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal
Yaqian Zhang
Bernhard Pfahringer
E. Frank
Albert Bifet
N. Lim
Yunzhe Jia
CLL
181
44
0
28 Sep 2022
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