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1806.08568
Cited By
Continuous Learning in Single-Incremental-Task Scenarios
22 June 2018
Davide Maltoni
Vincenzo Lomonaco
CLL
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Papers citing
"Continuous Learning in Single-Incremental-Task Scenarios"
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Title
Autoencoder-Based Hybrid Replay for Class-Incremental Learning
Milad Khademi Nori
Il Kim
Guanghui Wang
CLL
50
0
0
09 May 2025
Continual Learning With Quasi-Newton Methods
Steven Vander Eeckt
Hugo Van hamme
CLL
BDL
69
0
0
25 Mar 2025
Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
Yichen Li
Yuying Wang
Haozhao Wang
Yining Qi
Tianzhe Xiao
Ruixuan Li
121
0
0
18 Dec 2024
Neural Networks Trained by Weight Permutation are Universal Approximators
Yongqiang Cai
Gaohang Chen
Zhonghua Qiao
69
1
0
01 Jul 2024
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System
Chen Chen
Ruizhe Li
Yuchen Hu
Yuanyuan Chen
Chengwei Qin
Qiang Zhang
CLL
41
1
0
16 May 2024
Adaptive Memory Replay for Continual Learning
James Seale Smith
Lazar Valkov
Shaunak Halbe
V. Gutta
Rogerio Feris
Z. Kira
Leonid Karlinsky
41
6
0
18 Apr 2024
Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning
Chenyang Wang
Junjun Jiang
Xingyu Hu
Xianming Liu
Xiangyang Ji
42
2
0
12 Jan 2024
Long-Tailed Continual Learning For Visual Food Recognition
Jiangpeng He
Luotao Lin
Jack Ma
H. Eicher-Miller
F. Zhu
Fengqing M Zhu
59
14
0
01 Jul 2023
Prediction Error-based Classification for Class-Incremental Learning
Michal Zajkac
Tinne Tuytelaars
Gido M. van de Ven
CLL
23
8
0
30 May 2023
Task-Aware Information Routing from Common Representation Space in Lifelong Learning
Prashant Bhat
Bahram Zonooz
Elahe Arani
CLL
18
24
0
14 Feb 2023
Overcoming Catastrophic Forgetting by XAI
Giang Nguyen
18
0
0
25 Nov 2022
Do Pre-trained Models Benefit Equally in Continual Learning?
Kuan-Ying Lee
Yuanyi Zhong
Yu-xiong Wang
CLL
24
28
0
27 Oct 2022
Continual Learning with Evolving Class Ontologies
Zhiqiu Lin
Deepak Pathak
Yu-xiong Wang
Deva Ramanan
Shu Kong
CLL
36
9
0
10 Oct 2022
RECALL: Rehearsal-free Continual Learning for Object Classification
Markus Wendelin Knauer
Maximilian Denninger
Rudolph Triebel
VLM
35
1
0
29 Sep 2022
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning
C. Steinparz
Thomas Schmied
Fabian Paischer
Marius-Constantin Dinu
Vihang Patil
Angela Bitto-Nemling
Hamid Eghbalzadeh
Sepp Hochreiter
CLL
24
11
0
12 Jul 2022
Incremental Learning with Differentiable Architecture and Forgetting Search
James Smith
Zachary Seymour
Han-Pang Chiu
OOD
CLL
AI4CE
34
4
0
19 May 2022
A Closer Look at Rehearsal-Free Continual Learning
James Smith
Junjiao Tian
Shaunak Halbe
Yen-Chang Hsu
Z. Kira
VLM
CLL
18
58
0
31 Mar 2022
Graph Lifelong Learning: A Survey
F. Febrinanto
Feng Xia
Kristen Moore
Chandra Thapa
Charu C. Aggarwal
CLL
AI4CE
37
51
0
22 Feb 2022
Continual Learning with Invertible Generative Models
Jary Pomponi
Simone Scardapane
A. Uncini
BDL
48
4
0
11 Feb 2022
The CLEAR Benchmark: Continual LEArning on Real-World Imagery
Zhiqiu Lin
Jia Shi
Deepak Pathak
Deva Ramanan
CLL
VLM
145
91
0
17 Jan 2022
Towards Federated Learning on Time-Evolving Heterogeneous Data
Yongxin Guo
Tao R. Lin
Xiaoying Tang
FedML
22
30
0
25 Dec 2021
Continual learning of longitudinal health records
Jacob Armstrong
David A. Clifton
CLL
KELM
27
15
0
22 Dec 2021
Ex-Model: Continual Learning from a Stream of Trained Models
Antonio Carta
Andrea Cossu
Vincenzo Lomonaco
D. Bacciu
CLL
14
11
0
13 Dec 2021
Is Class-Incremental Enough for Continual Learning?
Andrea Cossu
G. Graffieti
Lorenzo Pellegrini
Davide Maltoni
D. Bacciu
Antonio Carta
Vincenzo Lomonaco
CLL
40
30
0
06 Dec 2021
Dendritic Self-Organizing Maps for Continual Learning
Kosmas Pinitas
Spyridon Chavlis
Panayiota Poirazi
CLL
21
8
0
18 Oct 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans
Ainaz Eftekhar
Alexander Sax
Roman Bachmann
Jitendra Malik
Amir Zamir
MedIm
33
288
0
11 Oct 2021
Unsupervised Continual Learning in Streaming Environments
Andri Ashfahani
Mahardhika Pratama
9
21
0
20 Sep 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers
Zhuang Li
Lizhen Qu
Gholamreza Haffari
CLL
32
15
0
11 Sep 2021
Online Continual Learning For Visual Food Classification
Jiangpeng He
F. Zhu
CLL
28
47
0
15 Aug 2021
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
James Smith
Yen-Chang Hsu
John C. Balloch
Yilin Shen
Hongxia Jin
Z. Kira
CLL
46
161
0
17 Jun 2021
Generative Feature-driven Image Replay for Continual Learning
Kevin Thandiackal
Tiziano Portenier
Andrea Giovannini
M. Gabrani
O. Goksel
CLL
VLM
DiffM
18
9
0
09 Jun 2021
Class-Incremental Learning with Generative Classifiers
Gido M. van de Ven
Zhe Li
A. Tolias
BDL
50
58
0
20 Apr 2021
Avalanche: an End-to-End Library for Continual Learning
Vincenzo Lomonaco
Lorenzo Pellegrini
Andrea Cossu
Antonio Carta
G. Graffieti
...
Christopher Kanan
J. Weijer
Tinne Tuytelaars
D. Bacciu
Davide Maltoni
BDL
AI4TS
28
180
0
01 Apr 2021
iMAP: Implicit Mapping and Positioning in Real-Time
Edgar Sucar
Shikun Liu
Joseph Ortiz
Andrew J. Davison
3DH
70
592
0
23 Mar 2021
Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing
Benjamin Maschler
T. Pham
M. Weyrich
38
32
0
02 Jan 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning
Riccardo Volpi
Diane Larlus
Grégory Rogez
VLM
OOD
CLL
22
74
0
08 Dec 2020
Energy-Based Models for Continual Learning
Shuang Li
Yilun Du
Gido M. van de Ven
Igor Mordatch
27
42
0
24 Nov 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
Fei Mi
Liangwei Chen
Mengjie Zhao
Minlie Huang
Boi Faltings
CLL
KELM
19
68
0
02 Oct 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling
C. Kim
Jinseo Jeong
Gunhee Kim
CLL
19
101
0
08 Sep 2020
Robustifying the Deployment of tinyML Models for Autonomous mini-vehicles
Miguel de Prado
Manuele Rusci
Romain Donze
Alessandro Capotondi
Serge Monnerat
Luca Benini and
Nuria Pazos
22
39
0
01 Jul 2020
Federated and continual learning for classification tasks in a society of devices
F. Casado
Dylan Lema
R. Iglesias
Carlos V. Regueiro
S. Barro
FedML
11
2
0
12 Jun 2020
Continuous Learning in a Single-Incremental-Task Scenario with Spike Features
Ruthvik Vaila
John N. Chiasson
V. Saxena
CLL
11
5
0
03 May 2020
Learning to Continually Learn
Shawn L. E. Beaulieu
Lapo Frati
Thomas Miconi
Joel Lehman
Kenneth O. Stanley
Jeff Clune
Nick Cheney
KELM
CLL
41
146
0
21 Feb 2020
Frosting Weights for Better Continual Training
Xiaofeng Zhu
Feng Liu
Goce Trajcevski
Dingding Wang
FedML
AI4CE
CLL
28
5
0
07 Jan 2020
A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning
Soochan Lee
Junsoo Ha
Dongsu Zhang
Gunhee Kim
BDL
CLL
11
208
0
03 Jan 2020
Latent Replay for Real-Time Continual Learning
Lorenzo Pellegrini
G. Graffieti
Vincenzo Lomonaco
Davide Maltoni
CLL
20
163
0
02 Dec 2019
Domain Expansion in DNN-based Acoustic Models for Robust Speech Recognition
Shahram Ghorbani
S. Khorram
John H. L. Hansen
23
18
0
01 Oct 2019
DisCoRL: Continual Reinforcement Learning via Policy Distillation
Kalifou René Traoré
Hugo Caselles-Dupré
Timothée Lesort
Te Sun
Guanghang Cai
Natalia Díaz Rodríguez
David Filliat
OffRL
29
60
0
11 Jul 2019
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches
Vincenzo Lomonaco
Davide Maltoni
Lorenzo Pellegrini
CLL
VLM
18
67
0
08 Jul 2019
Memory Efficient Experience Replay for Streaming Learning
Tyler L. Hayes
N. Cahill
Christopher Kanan
4
226
0
16 Sep 2018
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